AInternals.

The economics of intelligence / Price watch

AI Model Price Watch.

Official API prices. Practical cost comparisons.

Price Watch 1.1 · Compare your current model, price a realistic request mix, and plan against your budget. No login.

Plan your API budget

What would your workload cost?

USD · text tokens · no login

Custom assumptions: edit the token counts and monthly volume above. Billing options stay unchanged.

Billing options: Standard API · peak scenario

Region applies to Alibaba only; DeepSeek period is a scenario, not automatic scheduling. Other providers use their published default deployment. Regional uplifts, where applicable, are excluded.

How to choose reliable token assumptions

Use billed token counts from representative provider logs. Input may include system instructions, conversation history and retrieved documents, not only the user prompt. Output should include any billed reasoning tokens. If a task makes several model calls, count the calls separately here. The TCO calculator can then add review, remediation and other workflow expenses.

For requests of different sizes, use a request mix rather than one average that might cross a pricing boundary. Presets and CSV examples are illustrative, not measured usage. No prompts, credentials or customer documents are needed.

Low/high scenarios change request volumes only, retaining request sizes, approximate group proportions and billing options. Volumes are rounded to whole requests. Annualized differences assume twelve identical months, not a forecast or guaranteed saving.

CSV columns: name, input_tokens, output_tokens, requests. One to eight aggregate rows, 64 KB maximum; parsed only in this browser.

Suitability requirements — verified facts only

Unknown is not treated as unsupported or as verified. A model with unknown information is excluded when that requirement is enabled. Structured-output and modality review currently covers four OpenAI models, with links and review dates on each result. Image capability does not mean image charges are included: this board estimates text-token costs only.

Estimates assume all input is uncached and output includes billed reasoning tokens. Kimi estimates include the selected cache-write charges. Taxes, tools, retries, cache-hit savings, regional uplifts and subscriptions are excluded. Check model capacity where no reviewed limit is shown.

Editing does not write assumptions into the address bar. Sharing is explicit. Shared links fetch current prices; use a saved snapshot to preserve exact rates.

23 of 23 models estimated for this workload

USD / 1 million text tokens23 curated models · 10 providersOfficial sources · 1-hour cache

Check official provider prices. Recent checks are shared for 60 seconds.

10 of 10 official sources fresh at page load · All selected providers available

Your shortlist 0/4

Choose two to four models below to compare estimated costs, tiers and sources. Your selection stays when you filter providers.

Model price board

Rates below follow your workload’s billing tier.

23 of 23 models

USD per 1 million text tokens · Monthly token-cost estimates for your workload
CompareTier & source
Alibaba CloudQwen 3.8 Maxqwen3.8-max$2.00$6.00$140.00

Singapore · International

Open TCO with model only

Low / expected / high demand: $70.00 / $140.00 / $210.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Singapore endpoint; International deployment; uncached input.

Regional and deployment-scope prices differ. Free quotas, subscriptions, caching and tool fees are excluded.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Singapore / International:
Model ID | Deployment scope | Mode | Input tokens per request | Input price (per 1 million tokens) | Output price (per 1 million tokens) Chain of thought + answer | Free quota (Note)
qwen3.8-max context caching discount | International | Non-Thinking and Thinking modes | 0<Token≤1M | $2 | $6 | 1 million tokens
US:
qwen3.8-max context caching discount | US | Non-Thinking and Thinking modes | 0<Token≤1M | $2 | $6

Source document SHA-256:

69ebb46a75231018f2b05e5b1bfe864fe33984e04aa45ca44a67299dbf0bec13
Alibaba CloudQwen 3.8 Flashqwen3.8-flash$0.15$0.47$10.70

Singapore · International

Open TCO with model only

Low / expected / high demand: $5.35 / $10.70 / $16.05 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Singapore endpoint; International deployment; uncached input.

Regional and deployment-scope prices differ. Free quotas, subscriptions, caching and tool fees are excluded.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Singapore / International:
Model ID | Deployment scope | Input tokens per request | Input price (per 1 million tokens) | Output price (per 1 million tokens) | Free quota (Note)
qwen3.8-flash context caching discount | International | 0<Token≤1M | $0.15 | $0.47 | 1 million tokens
US:
qwen3.8-flash context caching discount | US | 0<Token≤1M | $0.15 | $0.47
EU:
qwen3.8-flash context caching discount | EU | 0<Token≤1M | $0.15 | $0.47

Source document SHA-256:

69ebb46a75231018f2b05e5b1bfe864fe33984e04aa45ca44a67299dbf0bec13
AnthropicClaude Fable 5.2claude-fable-5-2$8.00$40.00$720.00

Standard uncached text tokens

Open TCO with model only

Low / expected / high demand: $360.00 / $720.00 / $1,080.00 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Fable 5.2 | $8 / MTok | $10 / MTok | $16 / MTok | $0.20 / MTok | $40 / MTok
Batch: Claude Fable 5.2 | $4 / MTok | $20 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
AnthropicClaude Opus 5.5claude-opus-5-5$4.00$20.00$360.00

Standard uncached text tokens

Open TCO with model only

Low / expected / high demand: $180.00 / $360.00 / $540.00 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Opus 5.5 | $4 / MTok | $5 / MTok | $8 / MTok | $0.20 / MTok | $20 / MTok
Batch: Claude Opus 5.5 | $2 / MTok | $10 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
AnthropicClaude Sonnet 5.5claude-sonnet-5-5$2.00$10.00$180.00

Standard uncached text tokens

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Sonnet 5.5 | $2 / MTok | $2.50 / MTok | $4 / MTok | $0.10 / MTok | $10 / MTok
Batch: Claude Sonnet 5.5 | $1 / MTok | $5 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
AnthropicClaude Haiku 5.5claude-haiku-5-5$0.10$0.50$9.00

Standard · up to 100K input

Open TCO with model only

Low / expected / high demand: $4.50 / $9.00 / $13.50 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 100K input tokens.

Above 100K: input $0.5 / output $2.5 per 1M.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Haiku 5.5 (for prompts up to 100,000 tokens) | $0.10 / MTok | $0.125 / MTok | $0.20 / MTok | $0.01 / MTok | $0.50 / MTok
Claude Haiku 5.5 (for prompts over 100,000 tokens) | $0.50 / MTok | $0.625 / MTok | $1 / MTok | $0.05 / MTok | $2.50 / MTok
Batch: Claude Haiku 5.5 (for prompts up to 100,000 tokens) | $0.05 / MTok | $0.25 / MTok
Batch: Claude Haiku 5.5 (for prompts over 100,000 tokens) | $0.25 / MTok | $1.25 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
DeepSeekDeepSeek V4.1 Flashdeepseek-flash$0.30$1.20$24.00

Peak · uncached input

Open TCO with model only

Low / expected / high demand: $12.00 / $24.00 / $36.00 per month.

Context: 1,000,000 ? Output capacity: 384,000.

Billing & source details

Qualified rate — Peak period; uncached text input.

Off-peak: input $0.15 / output $0.6 per 1M. Provider UTC schedule and holiday rules apply.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 384,000.

Technical source evidence

Extracted source evidence:

Uncached input peak: $0.3; off-peak: $0.15
Output peak: $1.2; off-peak: $0.6

Source document SHA-256:

5126b5f69e78f6dacb0a8bfc91e0cf0b705416b0b918b12e1f45f66b122e7741
DeepSeekDeepSeek V4 Prodeepseek-v4-pro$1.32$3.96$92.40

Peak · uncached input

Open TCO with model only

Low / expected / high demand: $46.20 / $92.40 / $138.60 per month.

Context: 1,000,000 ? Output capacity: 384,000.

Billing & source details

Qualified rate — Peak period; uncached text input.

Off-peak: input $0.66 / output $1.98 per 1M. Provider UTC schedule and holiday rules apply.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 384,000.

Technical source evidence

Extracted source evidence:

Uncached input peak: $1.32; off-peak: $0.66
Output peak: $3.96; off-peak: $1.98

Source document SHA-256:

5126b5f69e78f6dacb0a8bfc91e0cf0b705416b0b918b12e1f45f66b122e7741
GoogleGemini 4 Carbongemini-4-carbon$2.00$10.00$180.00

Standard paid tier; billed thinking tokens included

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard paid tier; uncached input; output includes thinking tokens.

Input: Published next rate: $4.00 / 1M from December 1, 2026.

Output: Published next rate: $20.00 / 1M from December 1, 2026.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Standard paid tier
Input: $2.00 through November 30, 2026.   
  $4.00 starting December 1, 2026.
Output: $10.00 through November 30, 2026.   
  $20.00 starting December 1, 2026.
Batch paid tier
Input: $1.00 through November 30, 2026.   
  $2.00 starting December 1, 2026.
Output: $5.00 through November 30, 2026.   
  $10.00 starting December 1, 2026.

Source document SHA-256:

2185b4ebe9b296fe5d6827fba6b9879ddef5c80ca7e41e7cedfe54d3e340085b
GoogleGemini 4 Argongemini-4-argon$2.00$10.00$180.00

Standard paid tier; billed thinking tokens included

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard paid tier; uncached input; output includes thinking tokens.

Input: Published next rate: $4.00 / 1M from December 1, 2026.

Output: Published next rate: $20.00 / 1M from December 1, 2026.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Standard paid tier
Input: $2.00 through November 30, 2026.   
  $4.00 starting December 1, 2026.
Output: $10.00 through November 30, 2026.   
  $20.00 starting December 1, 2026.
Batch paid tier
Input: $1.00 through November 30, 2026.   
  $2.00 starting December 1, 2026.
Output: $5.00 through November 30, 2026.   
  $10.00 starting December 1, 2026.

Source document SHA-256:

2185b4ebe9b296fe5d6827fba6b9879ddef5c80ca7e41e7cedfe54d3e340085b
GoogleGemini 4 Hydrogengemini-4-hydrogen$1.50$7.50$135.00

Standard paid tier; billed thinking tokens included

Open TCO with model only

Low / expected / high demand: $67.50 / $135.00 / $202.50 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard paid tier; uncached input; output includes thinking tokens.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Standard paid tier
Input: $1.50
Output: $7.50
Batch paid tier
Input: $0.75
Output: $3.75

Source document SHA-256:

2185b4ebe9b296fe5d6827fba6b9879ddef5c80ca7e41e7cedfe54d3e340085b
MiniMaxMiniMax M3MiniMax-M3$0.30$1.20$24.00

Standard · up to 512K input

Open TCO with model only

Low / expected / high demand: $12.00 / $24.00 / $36.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard; up to 512K input tokens.

Above 512K: input $0.6 / output $2.4 per 1M. Priority pricing is separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input $ / M tokens | Output $ / M tokens | Prompt caching Read $ / M tokens
MiniMax-M3 ≤ 512k input tokens Permanent 50% off | ~~$0.60~~ $0.30 | ~~$2.40~~ $1.20 | ~~$0.12~~ $0.06
MiniMax-M3 > 512k input tokens\* Permanent 50% off | ~~$1.20~~ $0.60 | ~~$4.80~~ $2.40 | ~~$0.24~~ $0.12

Source document SHA-256:

1d4cc50a2f31017d75f01498e3c24a517a8fa4bec10a8e2af0b82970141a275f
MiniMaxMiniMax M3.1 FlashMiniMax-M3.1-Flash$0.15$0.60$12.00

Standard pay-as-you-go; uncached input.

Open TCO with model only

Low / expected / high demand: $6.00 / $12.00 / $18.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard pay-as-you-go; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input $ / M tokens | Output $ / M tokens | Prompt caching Read $ / M tokens
MiniMax-M3.1-Flash | $0.15 | $0.60 | $0.015

Source document SHA-256:

1d4cc50a2f31017d75f01498e3c24a517a8fa4bec10a8e2af0b82970141a275f
MistralMistral Large 4mistral-large-4$0.70$2.10$49.00

Standard text API; uncached input.

Open TCO with model only

Low / expected / high demand: $24.50 / $49.00 / $73.50 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

- Pricing: Input $0.7 /M Tokens; Cached input $0.07 /M Tokens; Output $2.1 /M Tokens

Source document SHA-256:

1dc73a45b5b6472c7cc8d0858c9349fdee03950808971b7683eb39843e0f2e0a
MistralMistral Small 4mistral-small-2603$0.15$0.60$12.00

Standard text API; uncached input.

Open TCO with model only

Low / expected / high demand: $6.00 / $12.00 / $18.00 per month.

Context: 256,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 256,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

- Pricing: Input $0.15 /M Tokens; Output $0.6 /M Tokens

Source document SHA-256:

50a7c2c6d5a74da1994d46e55f02da57320d87cb619bc6503529c0950fefb489
Moonshot AIKimi K3.1 Prokimi-k3.1-pro$2.00$10.00$260.00

Standard uncached text tokens

Monthly estimate includes cache writes.Open TCO with model only

Low / expected / high demand: $130.00 / $260.00 / $390.00 per month.

Context: 1,048,576 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard API; uncached input base; cache writes billed separately.

Cache writes: 5m $2 / 1h $4 per 1M. Automatic caching can add these input-related charges.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,048,576. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input | Output | Cached input | 5m writes | 1h writes
kimi-k3.1-pro | $2.00 / MTok | $10.00 / MTok | $0.20 / MTok | $2.00 / MTok | $4.00 / MTok

Source document SHA-256:

523cea2a3f1f0b01230e215db36508887e5a1db05917d5cda120b39f5390798f
OpenAIGPT-6 Astragpt-6-astra$10.00$50.00$900.00

Standard · up to 272K input

Open TCO with model only

Low / expected / high demand: $450.00 / $900.00 / $1,350.00 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $20 / output $75 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6-astra | $10.00 | $50.00 | $1.00 | $12.50 | $25.00 | $20.00 | $75.00 | $2.00 | $25.00 | $50.00
Batch:
gpt-6-astra | $5.00 | $25.00 | $0.50 | $6.25 | $12.50 | $10.00 | $37.50 | $1.00 | $12.50 | $25.00

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
OpenAIGPT-6.1 Solgpt-6.1-sol$2.00$10.00$180.00

Standard · up to 272K input

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $4 / output $15 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6.1-sol | $2.00 | $10.00 | $0.10 | $2.50 | $5.00 | $4.00 | $15.00 | $0.20 | $5.00 | $10.00
Batch:
gpt-6.1-sol | $1.00 | $5.00 | $0.05 | $1.25 | $2.50 | $2.00 | $7.50 | $0.10 | $2.50 | $5.00

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
OpenAIGPT-6.1 Terragpt-6.1-terra$1.00$5.00$90.00

Standard · up to 272K input

Open TCO with model only

Low / expected / high demand: $45.00 / $90.00 / $135.00 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $2 / output $7.5 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6.1-terra | $1.00 | $5.00 | $0.05 | $1.25 | $2.50 | $2.00 | $7.50 | $0.10 | $2.50 | $5.00
Batch:
gpt-6.1-terra | $0.50 | $2.50 | $0.025 | $0.625 | $1.25 | $1.00 | $3.75 | $0.05 | $1.25 | $2.50

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
OpenAIGPT-6 Lunagpt-6-luna$0.10$0.50$9.00

Standard · up to 272K input

Open TCO with model only

Low / expected / high demand: $4.50 / $9.00 / $13.50 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $0.2 / output $0.75 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6-luna | $0.10 | $0.50 | $0.01 | $0.125 | $0.25 | $0.20 | $0.75 | $0.02 | $0.25 | $0.50
Batch:
gpt-6-luna | $0.05 | $0.25 | $0.005 | $0.0625 | $0.125 | $0.10 | $0.375 | $0.01 | $0.125 | $0.25

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
xAIGrok 4.7grok-4.7$2.00$6.00$140.00

Standard · below 200K input

Open TCO with model only

Low / expected / high demand: $70.00 / $140.00 / $210.00 per month.

Context: 500,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard; fewer than 200K prompt tokens.

At 200K or more: input $4 / output $12 per 1M for the full request.

Fetched: · Current snapshot

Official source ↗

Context capacity: 500,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Type | < 200k prompt tokens (per 1M tokens) | ≥ 200k prompt tokens (per 1M tokens)
Input | $2.00 | $4.00
Output | $6.00 | $12.00

Source document SHA-256:

cf323be0bbc5ccf47c3b50b9f5f4cbcf481584f446cdc79d677d3beaf483c440
Z.aiGLM 5.3glm-5.3$1.40$4.40$100.00

Standard API; uncached input.

Open TCO with model only

Low / expected / high demand: $50.00 / $100.00 / $150.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard API; uncached input.

Coding Plan subscriptions, cache fees and web-search charges are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input | Cached Input | Cached Input Storage | Output
GLM-5.3 | $1.4 | $0.26 | Limited-time Free | $4.4

Source document SHA-256:

4ee3a3e9eab6eab9d8a06309fe6984d82db7351586786bb8422deee1f16f78bf
Z.aiGLM 5.3 Flashglm-5.3-flash$0.15$0.50$11.00

Standard API; uncached input.

Open TCO with model only

Low / expected / high demand: $5.50 / $11.00 / $16.50 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard API; uncached input.

Coding Plan subscriptions, cache fees and web-search charges are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input | Cached Input | Cached Input Storage | Output
GLM-5.3-Flash | $0.15 | $0.03 | Limited-time Free | $0.50

Source document SHA-256:

4ee3a3e9eab6eab9d8a06309fe6984d82db7351586786bb8422deee1f16f78bf
Alibaba Cloud

Qwen 3.8 Max

qwen3.8-max$140.00/ month

Singapore · International

Input $2.00 · Output $6.00 / 1M

Open TCO with model only

Low / expected / high demand: $70.00 / $140.00 / $210.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Singapore endpoint; International deployment; uncached input.

Regional and deployment-scope prices differ. Free quotas, subscriptions, caching and tool fees are excluded.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Singapore / International:
Model ID | Deployment scope | Mode | Input tokens per request | Input price (per 1 million tokens) | Output price (per 1 million tokens) Chain of thought + answer | Free quota (Note)
qwen3.8-max context caching discount | International | Non-Thinking and Thinking modes | 0<Token≤1M | $2 | $6 | 1 million tokens
US:
qwen3.8-max context caching discount | US | Non-Thinking and Thinking modes | 0<Token≤1M | $2 | $6

Source document SHA-256:

69ebb46a75231018f2b05e5b1bfe864fe33984e04aa45ca44a67299dbf0bec13
Alibaba Cloud

Qwen 3.8 Flash

qwen3.8-flash$10.70/ month

Singapore · International

Input $0.15 · Output $0.47 / 1M

Open TCO with model only

Low / expected / high demand: $5.35 / $10.70 / $16.05 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Singapore endpoint; International deployment; uncached input.

Regional and deployment-scope prices differ. Free quotas, subscriptions, caching and tool fees are excluded.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Singapore / International:
Model ID | Deployment scope | Input tokens per request | Input price (per 1 million tokens) | Output price (per 1 million tokens) | Free quota (Note)
qwen3.8-flash context caching discount | International | 0<Token≤1M | $0.15 | $0.47 | 1 million tokens
US:
qwen3.8-flash context caching discount | US | 0<Token≤1M | $0.15 | $0.47
EU:
qwen3.8-flash context caching discount | EU | 0<Token≤1M | $0.15 | $0.47

Source document SHA-256:

69ebb46a75231018f2b05e5b1bfe864fe33984e04aa45ca44a67299dbf0bec13
Anthropic

Claude Fable 5.2

claude-fable-5-2$720.00/ month

Standard uncached text tokens

Input $8.00 · Output $40.00 / 1M

Open TCO with model only

Low / expected / high demand: $360.00 / $720.00 / $1,080.00 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Fable 5.2 | $8 / MTok | $10 / MTok | $16 / MTok | $0.20 / MTok | $40 / MTok
Batch: Claude Fable 5.2 | $4 / MTok | $20 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
Anthropic

Claude Opus 5.5

claude-opus-5-5$360.00/ month

Standard uncached text tokens

Input $4.00 · Output $20.00 / 1M

Open TCO with model only

Low / expected / high demand: $180.00 / $360.00 / $540.00 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Opus 5.5 | $4 / MTok | $5 / MTok | $8 / MTok | $0.20 / MTok | $20 / MTok
Batch: Claude Opus 5.5 | $2 / MTok | $10 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
Anthropic

Claude Sonnet 5.5

claude-sonnet-5-5$180.00/ month

Standard uncached text tokens

Input $2.00 · Output $10.00 / 1M

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Sonnet 5.5 | $2 / MTok | $2.50 / MTok | $4 / MTok | $0.10 / MTok | $10 / MTok
Batch: Claude Sonnet 5.5 | $1 / MTok | $5 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
Anthropic

Claude Haiku 5.5

claude-haiku-5-5$9.00/ month

Standard · up to 100K input

Input $0.10 · Output $0.50 / 1M

Open TCO with model only

Low / expected / high demand: $4.50 / $9.00 / $13.50 per month.

Context: 1,000,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 100K input tokens.

Above 100K: input $0.5 / output $2.5 per 1M.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 128,000.

Technical source evidence

Extracted source evidence:

Model | Base input tokens | 5m cache writes | 1h cache writes | Cache hits and refreshes | Output tokens
Claude Haiku 5.5 (for prompts up to 100,000 tokens) | $0.10 / MTok | $0.125 / MTok | $0.20 / MTok | $0.01 / MTok | $0.50 / MTok
Claude Haiku 5.5 (for prompts over 100,000 tokens) | $0.50 / MTok | $0.625 / MTok | $1 / MTok | $0.05 / MTok | $2.50 / MTok
Batch: Claude Haiku 5.5 (for prompts up to 100,000 tokens) | $0.05 / MTok | $0.25 / MTok
Batch: Claude Haiku 5.5 (for prompts over 100,000 tokens) | $0.25 / MTok | $1.25 / MTok

Source document SHA-256:

048ccb65c7aa39a16f8475d92bec1730bc9e42c63b79085e2f0f1e6e5f867cd1
DeepSeek

DeepSeek V4.1 Flash

deepseek-flash$24.00/ month

Peak · uncached input

Input $0.30 · Output $1.20 / 1M

Open TCO with model only

Low / expected / high demand: $12.00 / $24.00 / $36.00 per month.

Context: 1,000,000 ? Output capacity: 384,000.

Billing & source details

Qualified rate — Peak period; uncached text input.

Off-peak: input $0.15 / output $0.6 per 1M. Provider UTC schedule and holiday rules apply.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 384,000.

Technical source evidence

Extracted source evidence:

Uncached input peak: $0.3; off-peak: $0.15
Output peak: $1.2; off-peak: $0.6

Source document SHA-256:

5126b5f69e78f6dacb0a8bfc91e0cf0b705416b0b918b12e1f45f66b122e7741
DeepSeek

DeepSeek V4 Pro

deepseek-v4-pro$92.40/ month

Peak · uncached input

Input $1.32 · Output $3.96 / 1M

Open TCO with model only

Low / expected / high demand: $46.20 / $92.40 / $138.60 per month.

Context: 1,000,000 ? Output capacity: 384,000.

Billing & source details

Qualified rate — Peak period; uncached text input.

Off-peak: input $0.66 / output $1.98 per 1M. Provider UTC schedule and holiday rules apply.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: 384,000.

Technical source evidence

Extracted source evidence:

Uncached input peak: $1.32; off-peak: $0.66
Output peak: $3.96; off-peak: $1.98

Source document SHA-256:

5126b5f69e78f6dacb0a8bfc91e0cf0b705416b0b918b12e1f45f66b122e7741
Google

Gemini 4 Carbon

gemini-4-carbon$180.00/ month

Standard paid tier; billed thinking tokens included

Input $2.00 · Output $10.00 / 1M

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard paid tier; uncached input; output includes thinking tokens.

Input: Published next rate: $4.00 / 1M from December 1, 2026.

Output: Published next rate: $20.00 / 1M from December 1, 2026.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Standard paid tier
Input: $2.00 through November 30, 2026.   
  $4.00 starting December 1, 2026.
Output: $10.00 through November 30, 2026.   
  $20.00 starting December 1, 2026.
Batch paid tier
Input: $1.00 through November 30, 2026.   
  $2.00 starting December 1, 2026.
Output: $5.00 through November 30, 2026.   
  $10.00 starting December 1, 2026.

Source document SHA-256:

2185b4ebe9b296fe5d6827fba6b9879ddef5c80ca7e41e7cedfe54d3e340085b
Google

Gemini 4 Argon

gemini-4-argon$180.00/ month

Standard paid tier; billed thinking tokens included

Input $2.00 · Output $10.00 / 1M

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard paid tier; uncached input; output includes thinking tokens.

Input: Published next rate: $4.00 / 1M from December 1, 2026.

Output: Published next rate: $20.00 / 1M from December 1, 2026.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Standard paid tier
Input: $2.00 through November 30, 2026.   
  $4.00 starting December 1, 2026.
Output: $10.00 through November 30, 2026.   
  $20.00 starting December 1, 2026.
Batch paid tier
Input: $1.00 through November 30, 2026.   
  $2.00 starting December 1, 2026.
Output: $5.00 through November 30, 2026.   
  $10.00 starting December 1, 2026.

Source document SHA-256:

2185b4ebe9b296fe5d6827fba6b9879ddef5c80ca7e41e7cedfe54d3e340085b
Google

Gemini 4 Hydrogen

gemini-4-hydrogen$135.00/ month

Standard paid tier; billed thinking tokens included

Input $1.50 · Output $7.50 / 1M

Open TCO with model only

Low / expected / high demand: $67.50 / $135.00 / $202.50 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard paid tier; uncached input; output includes thinking tokens.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Standard paid tier
Input: $1.50
Output: $7.50
Batch paid tier
Input: $0.75
Output: $3.75

Source document SHA-256:

2185b4ebe9b296fe5d6827fba6b9879ddef5c80ca7e41e7cedfe54d3e340085b
MiniMax

MiniMax M3

MiniMax-M3$24.00/ month

Standard · up to 512K input

Input $0.30 · Output $1.20 / 1M

Open TCO with model only

Low / expected / high demand: $12.00 / $24.00 / $36.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard; up to 512K input tokens.

Above 512K: input $0.6 / output $2.4 per 1M. Priority pricing is separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input $ / M tokens | Output $ / M tokens | Prompt caching Read $ / M tokens
MiniMax-M3 ≤ 512k input tokens Permanent 50% off | ~~$0.60~~ $0.30 | ~~$2.40~~ $1.20 | ~~$0.12~~ $0.06
MiniMax-M3 > 512k input tokens\* Permanent 50% off | ~~$1.20~~ $0.60 | ~~$4.80~~ $2.40 | ~~$0.24~~ $0.12

Source document SHA-256:

1d4cc50a2f31017d75f01498e3c24a517a8fa4bec10a8e2af0b82970141a275f
MiniMax

MiniMax M3.1 Flash

MiniMax-M3.1-Flash$12.00/ month

Standard pay-as-you-go; uncached input.

Input $0.15 · Output $0.60 / 1M

Open TCO with model only

Low / expected / high demand: $6.00 / $12.00 / $18.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard pay-as-you-go; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input $ / M tokens | Output $ / M tokens | Prompt caching Read $ / M tokens
MiniMax-M3.1-Flash | $0.15 | $0.60 | $0.015

Source document SHA-256:

1d4cc50a2f31017d75f01498e3c24a517a8fa4bec10a8e2af0b82970141a275f
Mistral

Mistral Large 4

mistral-large-4$49.00/ month

Standard text API; uncached input.

Input $0.70 · Output $2.10 / 1M

Open TCO with model only

Low / expected / high demand: $24.50 / $49.00 / $73.50 per month.

Context: 1,000,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,000,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

- Pricing: Input $0.7 /M Tokens; Cached input $0.07 /M Tokens; Output $2.1 /M Tokens

Source document SHA-256:

1dc73a45b5b6472c7cc8d0858c9349fdee03950808971b7683eb39843e0f2e0a
Mistral

Mistral Small 4

mistral-small-2603$12.00/ month

Standard text API; uncached input.

Input $0.15 · Output $0.60 / 1M

Open TCO with model only

Low / expected / high demand: $6.00 / $12.00 / $18.00 per month.

Context: 256,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard text API; uncached input.

Fetched: · Current snapshot

Official source ↗

Context capacity: 256,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

- Pricing: Input $0.15 /M Tokens; Output $0.6 /M Tokens

Source document SHA-256:

50a7c2c6d5a74da1994d46e55f02da57320d87cb619bc6503529c0950fefb489
Moonshot AI

Kimi K3.1 Pro

kimi-k3.1-pro$260.00/ month

Standard uncached text tokens

Input $2.00 · Output $10.00 / 1M

Open TCO with model only

Low / expected / high demand: $130.00 / $260.00 / $390.00 per month.

Context: 1,048,576 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard API; uncached input base; cache writes billed separately.

Cache writes: 5m $2 / 1h $4 per 1M. Automatic caching can add these input-related charges.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,048,576. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input | Output | Cached input | 5m writes | 1h writes
kimi-k3.1-pro | $2.00 / MTok | $10.00 / MTok | $0.20 / MTok | $2.00 / MTok | $4.00 / MTok

Source document SHA-256:

523cea2a3f1f0b01230e215db36508887e5a1db05917d5cda120b39f5390798f
OpenAI

GPT-6 Astra

gpt-6-astra$900.00/ month

Standard · up to 272K input

Input $10.00 · Output $50.00 / 1M

Open TCO with model only

Low / expected / high demand: $450.00 / $900.00 / $1,350.00 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $20 / output $75 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6-astra | $10.00 | $50.00 | $1.00 | $12.50 | $25.00 | $20.00 | $75.00 | $2.00 | $25.00 | $50.00
Batch:
gpt-6-astra | $5.00 | $25.00 | $0.50 | $6.25 | $12.50 | $10.00 | $37.50 | $1.00 | $12.50 | $25.00

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
OpenAI

GPT-6.1 Sol

gpt-6.1-sol$180.00/ month

Standard · up to 272K input

Input $2.00 · Output $10.00 / 1M

Open TCO with model only

Low / expected / high demand: $90.00 / $180.00 / $270.00 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $4 / output $15 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6.1-sol | $2.00 | $10.00 | $0.10 | $2.50 | $5.00 | $4.00 | $15.00 | $0.20 | $5.00 | $10.00
Batch:
gpt-6.1-sol | $1.00 | $5.00 | $0.05 | $1.25 | $2.50 | $2.00 | $7.50 | $0.10 | $2.50 | $5.00

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
OpenAI

GPT-6.1 Terra

gpt-6.1-terra$90.00/ month

Standard · up to 272K input

Input $1.00 · Output $5.00 / 1M

Open TCO with model only

Low / expected / high demand: $45.00 / $90.00 / $135.00 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $2 / output $7.5 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6.1-terra | $1.00 | $5.00 | $0.05 | $1.25 | $2.50 | $2.00 | $7.50 | $0.10 | $2.50 | $5.00
Batch:
gpt-6.1-terra | $0.50 | $2.50 | $0.025 | $0.625 | $1.25 | $1.00 | $3.75 | $0.05 | $1.25 | $2.50

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
OpenAI

GPT-6 Luna

gpt-6-luna$9.00/ month

Standard · up to 272K input

Input $0.10 · Output $0.50 / 1M

Open TCO with model only

Low / expected / high demand: $4.50 / $9.00 / $13.50 per month.

Context: 1,050,000 ? Output capacity: 128,000.

Billing & source details

Qualified rate — Standard; up to 272K input tokens.

Long-context published rates: input $0.2 / output $0.75 per 1M. Caching, faster service tiers and tools are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: 1,050,000. Output capacity: 128,000.

Structured output and image input supported. Official capability review (2026-11-14). Image charges are not estimated here.

Technical source evidence

Extracted source evidence:

Standard:
Model | Short context input | Short context output | Short context cached input | Short context 30m write | Short context 12h write | Long context input | Long context output | Long context cached input | Long context 30m write | Long context 12h write
gpt-6-luna | $0.10 | $0.50 | $0.01 | $0.125 | $0.25 | $0.20 | $0.75 | $0.02 | $0.25 | $0.50
Batch:
gpt-6-luna | $0.05 | $0.25 | $0.005 | $0.0625 | $0.125 | $0.10 | $0.375 | $0.01 | $0.125 | $0.25

Source document SHA-256:

a1d8bbfbb336a18083d576e6df763a31648c08043f5d43b3e0e8dd3704c9a8be
xAI

Grok 4.7

grok-4.7$140.00/ month

Standard · below 200K input

Input $2.00 · Output $6.00 / 1M

Open TCO with model only

Low / expected / high demand: $70.00 / $140.00 / $210.00 per month.

Context: 500,000 ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard; fewer than 200K prompt tokens.

At 200K or more: input $4 / output $12 per 1M for the full request.

Fetched: · Current snapshot

Official source ↗

Context capacity: 500,000. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Type | < 200k prompt tokens (per 1M tokens) | ≥ 200k prompt tokens (per 1M tokens)
Input | $2.00 | $4.00
Output | $6.00 | $12.00

Source document SHA-256:

cf323be0bbc5ccf47c3b50b9f5f4cbcf481584f446cdc79d677d3beaf483c440
Z.ai

GLM 5.3

glm-5.3$100.00/ month

Standard API; uncached input.

Input $1.40 · Output $4.40 / 1M

Open TCO with model only

Low / expected / high demand: $50.00 / $100.00 / $150.00 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard API; uncached input.

Coding Plan subscriptions, cache fees and web-search charges are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input | Cached Input | Cached Input Storage | Output
GLM-5.3 | $1.4 | $0.26 | Limited-time Free | $4.4

Source document SHA-256:

4ee3a3e9eab6eab9d8a06309fe6984d82db7351586786bb8422deee1f16f78bf
Z.ai

GLM 5.3 Flash

glm-5.3-flash$11.00/ month

Standard API; uncached input.

Input $0.15 · Output $0.50 / 1M

Open TCO with model only

Low / expected / high demand: $5.50 / $11.00 / $16.50 per month.

Context: unknown ? Output capacity: unknown.

Billing & source details

Qualified rate — Standard API; uncached input.

Coding Plan subscriptions, cache fees and web-search charges are separate.

Fetched: · Current snapshot

Official source ↗

Context capacity: unknown. Output capacity: unknown.

Technical source evidence

Extracted source evidence:

Model | Input | Cached Input | Cached Input Storage | Output
GLM-5.3-Flash | $0.15 | $0.03 | Limited-time Free | $0.50

Source document SHA-256:

4ee3a3e9eab6eab9d8a06309fe6984d82db7351586786bb8422deee1f16f78bf

“Not estimated” means the selected tier, model capacity or fresh price is unavailable; it never means free. Compare up to four models. Shared links restore assumptions, not a guaranteed historical price.

AInternals · AI model cost comparison

Current comparison using the displayed fetched pricing snapshots · Comparison time: 2026-11-14T16:27:15.876Z

USD · text tokens · standard · Alibaba: singapore · DeepSeek: peak · Kimi writes: 5m

Workload assumptions

Request groupInput / requestOutput / requestRequests / month
Main workload4000100010000

Budget: not set / month. Low / expected / high volume: 50% / 100% / 150%. Baseline: not selected.

Requirements: minimum context 0; minimum output 0; input support any; verified structured output not required.

Compared models

Alibaba Cloud · Qwen 3.8 Max

Monthly: $140.00. Low / high: $70.00 / $210.00.

Tier: Singapore · International. Source fetched: 2026-11-14T15:36:20.872Z. Official source: https://www.alibabacloud.com/help/en/model-studio/model-pricing

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Context capacity is unknown here; confirm the total request limit with the provider.

Output capacity is unknown here; confirm the output limit with the provider.

Alibaba Cloud · Qwen 3.8 Flash

Monthly: $10.70. Low / high: $5.35 / $16.05.

Tier: Singapore · International. Source fetched: 2026-11-14T15:36:20.872Z. Official source: https://www.alibabacloud.com/help/en/model-studio/model-pricing

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Context capacity is unknown here; confirm the total request limit with the provider.

Output capacity is unknown here; confirm the output limit with the provider.

Anthropic · Claude Fable 5.2

Monthly: $720.00. Low / high: $360.00 / $1,080.00.

Tier: Standard uncached text tokens. Source fetched: 2026-11-14T15:36:14.728Z. Official source: https://platform.claude.com/docs/en/about-claude/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Anthropic · Claude Opus 5.5

Monthly: $360.00. Low / high: $180.00 / $540.00.

Tier: Standard uncached text tokens. Source fetched: 2026-11-14T15:36:14.728Z. Official source: https://platform.claude.com/docs/en/about-claude/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Anthropic · Claude Sonnet 5.5

Monthly: $180.00. Low / high: $90.00 / $270.00.

Tier: Standard uncached text tokens. Source fetched: 2026-11-14T15:36:14.728Z. Official source: https://platform.claude.com/docs/en/about-claude/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Anthropic · Claude Haiku 5.5

Monthly: $9.00. Low / high: $4.50 / $13.50.

Tier: Standard · up to 100K input. Source fetched: 2026-11-14T15:36:14.728Z. Official source: https://platform.claude.com/docs/en/about-claude/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

DeepSeek · DeepSeek V4.1 Flash

Monthly: $24.00. Low / high: $12.00 / $36.00.

Tier: Peak · uncached input. Source fetched: 2026-11-14T15:36:14.798Z. Official source: https://api-docs.deepseek.com/quick_start/pricing/

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

peak scenario for every request; scheduling and Chinese holiday eligibility are your responsibility.

DeepSeek · DeepSeek V4 Pro

Monthly: $92.40. Low / high: $46.20 / $138.60.

Tier: Peak · uncached input. Source fetched: 2026-11-14T15:36:14.798Z. Official source: https://api-docs.deepseek.com/quick_start/pricing/

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

peak scenario for every request; scheduling and Chinese holiday eligibility are your responsibility.

Google · Gemini 4 Carbon

Monthly: $180.00. Low / high: $90.00 / $270.00.

Tier: Standard paid tier; billed thinking tokens included. Source fetched: 2026-11-14T15:36:15.337Z. Official source: https://ai.google.dev/gemini-api/docs/pricing

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

Google · Gemini 4 Argon

Monthly: $180.00. Low / high: $90.00 / $270.00.

Tier: Standard paid tier; billed thinking tokens included. Source fetched: 2026-11-14T15:36:15.337Z. Official source: https://ai.google.dev/gemini-api/docs/pricing

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

Google · Gemini 4 Hydrogen

Monthly: $135.00. Low / high: $67.50 / $202.50.

Tier: Standard paid tier; billed thinking tokens included. Source fetched: 2026-11-14T15:36:15.337Z. Official source: https://ai.google.dev/gemini-api/docs/pricing

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

MiniMax · MiniMax M3

Monthly: $24.00. Low / high: $12.00 / $36.00.

Tier: Standard · up to 512K input. Source fetched: 2026-11-14T15:36:15.198Z. Official source: https://platform.minimax.io/docs/pricing/overview.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Context capacity is unknown here; confirm the total request limit with the provider.

Output capacity is unknown here; confirm the output limit with the provider.

MiniMax · MiniMax M3.1 Flash

Monthly: $12.00. Low / high: $6.00 / $18.00.

Tier: Standard pay-as-you-go; uncached input.. Source fetched: 2026-11-14T15:36:15.198Z. Official source: https://platform.minimax.io/docs/pricing/overview.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Context capacity is unknown here; confirm the total request limit with the provider.

Output capacity is unknown here; confirm the output limit with the provider.

Mistral · Mistral Large 4

Monthly: $49.00. Low / high: $24.50 / $73.50.

Tier: Standard text API; uncached input.. Source fetched: 2026-11-14T15:36:14.654Z. Official source: https://docs.mistral.ai/models/mistral-large-4-0.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

Mistral · Mistral Small 4

Monthly: $12.00. Low / high: $6.00 / $18.00.

Tier: Standard text API; uncached input.. Source fetched: 2026-11-14T15:36:14.654Z. Official source: https://docs.mistral.ai/models/mistral-small-4-0-26-03.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

Moonshot AI · Kimi K3.1 Pro

Monthly: $260.00. Low / high: $130.00 / $390.00.

Tier: Standard uncached text tokens. Source fetched: 2026-11-14T15:36:15.284Z. Official source: https://platform.kimi.ai/docs/pricing/chat

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

Includes 5m cache writes for all uncached input tokens; no cache-hit savings assumed.

OpenAI · GPT-6 Astra

Monthly: $900.00. Low / high: $450.00 / $1,350.00.

Tier: Standard · up to 272K input. Source fetched: 2026-11-14T15:36:14.608Z. Official source: https://developers.openai.com/api/docs/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

OpenAI · GPT-6.1 Sol

Monthly: $180.00. Low / high: $90.00 / $270.00.

Tier: Standard · up to 272K input. Source fetched: 2026-11-14T15:36:14.608Z. Official source: https://developers.openai.com/api/docs/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

OpenAI · GPT-6.1 Terra

Monthly: $90.00. Low / high: $45.00 / $135.00.

Tier: Standard · up to 272K input. Source fetched: 2026-11-14T15:36:14.608Z. Official source: https://developers.openai.com/api/docs/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

OpenAI · GPT-6 Luna

Monthly: $9.00. Low / high: $4.50 / $13.50.

Tier: Standard · up to 272K input. Source fetched: 2026-11-14T15:36:14.608Z. Official source: https://developers.openai.com/api/docs/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

xAI · Grok 4.7

Monthly: $140.00. Low / high: $70.00 / $210.00.

Tier: Standard · below 200K input. Source fetched: 2026-11-14T15:36:14.592Z. Official source: https://docs.x.ai/developers/models/grok-4.7.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Output capacity is unknown here; confirm the output limit with the provider.

Z.ai · GLM 5.3

Monthly: $100.00. Low / high: $50.00 / $150.00.

Tier: Standard API; uncached input.. Source fetched: 2026-11-14T15:36:15.270Z. Official source: https://docs.z.ai/guides/overview/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Context capacity is unknown here; confirm the total request limit with the provider.

Output capacity is unknown here; confirm the output limit with the provider.

Z.ai · GLM 5.3 Flash

Monthly: $11.00. Low / high: $5.50 / $16.50.

Tier: Standard API; uncached input.. Source fetched: 2026-11-14T15:36:15.270Z. Official source: https://docs.z.ai/guides/overview/pricing.md

Uncached text input and billed output tokens. Taxes, tools, retries and subscription plans excluded.

Context capacity is unknown here; confirm the total request limit with the provider.

Output capacity is unknown here; confirm the output limit with the provider.

Scope and limitations

Token-cost estimates do not establish model quality, ROI or guaranteed savings. Taxes, tools, retries, cache-hit savings, regional uplifts and subscriptions are excluded. Required Kimi cache writes are included. Request-size groups are priced separately. Capability information may be unknown. Annualized differences assume unchanged monthly usage and rates.

Questions or discrepancies: sriram@sriramadvisory.com. Avoid sharing sensitive assumptions. Report format: Price Watch 1.1.

Source & freshness

Direct from the providers.

Rates are fetched from each provider’s official pricing documentation. Each model links to the document used and records its successful fetch time.

Oldest successful provider fetch:

Sources refresh on request after one hour, or with Refresh prices. A failed source keeps its last validated rates where available and is marked stale; missing rates show N/A.

Model selection reviewed against official catalogs: . Selected current-generation models; not an exhaustive catalog.

Billing scope matters.

Displayed rates apply to the context tier, region, peak period or promotion stated in each row. Cached input, cache writes, batch, priority and tool fees are separate unless stated. Final charges follow the provider’s current terms and your actual usage.

Model names and API identifiers are shown separately. Prices are published list rates, periodically retrieved from official sources.

Official provider pricing

OpenAI pricing ↗Anthropic pricing ↗Google pricing ↗xAI pricing ↗DeepSeek pricing ↗Mistral pricing ↗Alibaba Cloud pricing ↗Moonshot AI pricing ↗MiniMax pricing ↗Z.ai pricing ↗

Official model catalogs

OpenAI models ↗Anthropic models ↗Google models ↗xAI models ↗DeepSeek models ↗Mistral models ↗Alibaba Cloud models ↗Moonshot AI models ↗MiniMax models ↗Z.ai models ↗