First-party research asset
LLM API Pricing Index
Dataset version 2026-11-08 · 88 model rows
Methodology
Scope: Public direct-API list-rate pins for selected OpenAI and Anthropic text/embedding models in TryTokka’s offline catalog. The page and downloads are generated from the same repository catalog used as TryTokka's offline estimate fallback.
Unit: USD per 1,000,000 tokens. Formula: (input tokens / 1,000,000 × input rate) + (output tokens / 1,000,000 × output rate) + applicable cached-input terms.
Each row records its official provider pricing URL and verification date. A source disagreement means the provider page wins and this dataset needs a new version.
Excluded from this snapshot
- Regional prices, taxes, credits, negotiated discounts, fine-tuning, image/audio charges, batch discounts, and provider invoice adjustments.
- Models from other providers until their rates are represented by a reviewed first-party catalog rather than inferred data.
OpenAI rates
| Model ID | Input / 1M | Output / 1M | Cached input / 1M |
|---|---|---|---|
| gpt-3.5-turbo | $0.500 | $1.50 | Not recorded |
| gpt-4 | $30.00 | $60.00 | Not recorded |
| gpt-4-turbo | $10.00 | $30.00 | Not recorded |
| gpt-4-turbo-preview | $10.00 | $30.00 | Not recorded |
| gpt-4.1 | $2.00 | $8.00 | $0.500 |
| gpt-4.1-mini | $0.400 | $1.60 | $0.100 |
| gpt-4.1-nano | $0.100 | $0.400 | $0.025 |
| gpt-4o | $2.50 | $10.00 | $1.25 |
| gpt-4o-2024-08-06 | $2.50 | $10.00 | $1.25 |
| gpt-4o-2024-11-20 | $2.50 | $10.00 | $1.25 |
| gpt-4o-mini | $0.150 | $0.600 | $0.075 |
| gpt-4o-mini-2024-07-18 | $0.150 | $0.600 | $0.075 |
| gpt-5 | $1.25 | $10.00 | $0.125 |
| gpt-5-image | $10.00 | $10.00 | Not recorded |
| gpt-5-image-mini | $2.50 | $2.00 | Not recorded |
| gpt-5-mini | $0.250 | $2.00 | $0.125 |
| gpt-5-nano | $0.050 | $0.400 | $0.025 |
| gpt-5.1 | $1.25 | $10.00 | Not recorded |
| gpt-5.1-codex | $1.25 | $10.00 | Not recorded |
| gpt-5.1-codex-max | $1.25 | $10.00 | Not recorded |
| gpt-5.1-codex-mini | $0.250 | $2.00 | Not recorded |
| gpt-5.2 | $1.75 | $14.00 | Not recorded |
| gpt-5.2-chat | $1.75 | $14.00 | Not recorded |
| gpt-5.2-codex | $1.75 | $14.00 | Not recorded |
| gpt-5.2-pro | $21.00 | $168.00 | Not recorded |
| gpt-5.3-codex | $1.75 | $14.00 | Not recorded |
| gpt-5.4 | $2.50 | $15.00 | Not recorded |
| gpt-5.4-image-2 | $8.00 | $15.00 | Not recorded |
| gpt-5.4-mini | $0.750 | $4.50 | Not recorded |
| gpt-5.4-nano | $0.200 | $1.25 | Not recorded |
| gpt-5.4-pro | $30.00 | $180.00 | Not recorded |
| gpt-5.5 | $5.00 | $30.00 | Not recorded |
| gpt-5.5-pro | $30.00 | $180.00 | Not recorded |
| gpt-5.6-luna | $0.200 | $1.20 | Not recorded |
| gpt-5.6-luna-pro | $0.200 | $1.20 | Not recorded |
| gpt-5.6-sol | $4.00 | $20.00 | Not recorded |
| gpt-5.6-sol-pro | $4.00 | $20.00 | Not recorded |
| gpt-5.6-terra | $2.00 | $12.00 | Not recorded |
| gpt-5.6-terra-pro | $2.00 | $12.00 | Not recorded |
| gpt-6-astra | $10.00 | $50.00 | Not recorded |
| gpt-6-astra-pro | $10.00 | $50.00 | Not recorded |
| gpt-6-luna | $0.100 | $0.500 | Not recorded |
| gpt-6-luna-pro | $0.100 | $0.500 | Not recorded |
| gpt-6-sol | $2.00 | $10.00 | Not recorded |
| gpt-6-sol-pro | $2.00 | $10.00 | Not recorded |
| gpt-6.1-sol | $2.00 | $10.00 | Not recorded |
| gpt-6.1-sol-pro | $2.00 | $10.00 | Not recorded |
| gpt-audio | $2.50 | $10.00 | Not recorded |
| gpt-audio-mini | $0.600 | $2.40 | Not recorded |
| gpt-chat-latest | $5.00 | $30.00 | Not recorded |
| gpt-oss-120b | $0.026 | $0.096 | $0.023 |
| gpt-oss-20b | $0.030 | $0.130 | $0.030 |
| gpt-oss-safeguard-20b | $0.075 | $0.300 | Not recorded |
| o1 | $15.00 | $60.00 | $7.50 |
| o1-mini | $1.10 | $4.40 | $0.550 |
| o1-preview | $15.00 | $60.00 | $7.50 |
| o1-pro | $150.00 | $600.00 | Not recorded |
| o3 | $2.00 | $8.00 | $0.500 |
| o3-mini | $1.10 | $4.40 | $0.550 |
| o3-pro | $20.00 | $80.00 | Not recorded |
| o4-mini | $1.10 | $4.40 | $0.550 |
| text-embedding-3-large | $0.130 | $0.000 | Not recorded |
| text-embedding-3-small | $0.020 | $0.000 | Not recorded |
| text-embedding-ada-002 | $0.100 | $0.000 | Not recorded |
Anthropic rates
| Model ID | Input / 1M | Output / 1M | Cached input / 1M |
|---|---|---|---|
| claude-3-5-haiku | $0.800 | $4.00 | $0.080 |
| claude-3-5-opus | $15.00 | $75.00 | $1.50 |
| claude-3-5-sonnet | $3.00 | $15.00 | $0.300 |
| claude-3-7-sonnet | $3.00 | $15.00 | $0.300 |
| claude-3-haiku | $0.250 | $1.25 | $0.030 |
| claude-3-opus | $15.00 | $75.00 | $1.50 |
| claude-3-sonnet | $3.00 | $15.00 | $0.300 |
| claude-fable-5 | $10.00 | $50.00 | Not recorded |
| claude-fable-5.1 | $10.00 | $50.00 | Not recorded |
| claude-haiku-4.5 | $1.00 | $5.00 | Not recorded |
| claude-haiku-5.5 | $0.100 | $0.500 | Not recorded |
| claude-opus-4 | $15.00 | $75.00 | $1.50 |
| claude-opus-4.1 | $15.00 | $75.00 | Not recorded |
| claude-opus-4.5 | $5.00 | $25.00 | Not recorded |
| claude-opus-4.6 | $5.00 | $25.00 | Not recorded |
| claude-opus-4.7 | $5.00 | $25.00 | Not recorded |
| claude-opus-4.8 | $5.00 | $25.00 | Not recorded |
| claude-opus-5 | $5.00 | $25.00 | Not recorded |
| claude-opus-5.5 | $4.00 | $20.00 | Not recorded |
| claude-sonnet-4 | $3.00 | $15.00 | $0.300 |
| claude-sonnet-4.5 | $3.00 | $15.00 | Not recorded |
| claude-sonnet-4.6 | $3.00 | $15.00 | Not recorded |
| claude-sonnet-5 | $2.00 | $10.00 | Not recorded |
| claude-sonnet-5.5 | $2.00 | $10.00 | Not recorded |
AI cost tracking landscape
These are architecture categories, not vendor rankings. A product can support more than one mode; verify its current documentation and data handling.
| Approach | Best-fit job | Main trade-off | TryTokka |
|---|---|---|---|
| Billing/usage API monitor | Invoice visibility and reconciliation | Inherits provider reporting delay | Yes; supported providers only |
| SDK or tracing | Request, user, and feature attribution | Requires complete instrumentation | No |
| Proxy or gateway | Routing and request-time controls | Adds a request-path dependency | No |
Dataset history
- 2026-07-18Initial public snapshot. No earlier public snapshot is claimed; future verified catalog changes will be added here.
Sources and verification
Claims are checked against the sources below. Provider prices and product features can change; verify the source before making a purchasing or production decision. Last checked 2026-11-08.
- OpenAI API pricing — OpenAI; checked 2026-07-18
- Claude API pricing — Anthropic; checked 2026-11-02
Found an outdated statement? Email legal@trytokka.com.
Want to estimate a workload? Use the free LLM cost calculator. Want ongoing provider totals? Read the monitoring framework.