BlogLLM Benchmark Scores as Published, Side by Side
o1: Benchmark Scores as Published
Every result the catalog holds for o1: 15 tests in 7 areas, from 3 pages. Each was printed by the company named beside it. Each number is as printed; nothing is ranked or rescored.
Developer OpenAIReleased 2024-12-17Context window 200KMax output 100KInput Text, imageOutput TextWeights ClosedData version 2026103001, as of 2026-10-30
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| SWE-bench Verified | 48.9% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15; printed on 1 more page | - |
Science and Math
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPQA Diamond | 75.7% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15; printed on 1 more page | - |
| 78% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | Attempt budget: majority voting, N=64 samples (note 3) | |
| AIME 2024 | 83.3% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15; printed on 1 more page | Attempt budget: majority voting, N=64 samples (note 3) |
| 79.2% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - | |
| MATH-500 | 96.4% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15; printed on 1 more page | - |
Multimodal Understanding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MMMU (validation) | 78.2% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - |
General Knowledge and Reasoning
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MMLU | 91.8% | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | - |
| SimpleQA | 47% | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | Tools: none |
| DROP (F1) | 90.2% | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | - |
Code Generation
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Codeforces rating | 2061 | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | - |
| LiveCodeBench (version not stated) | 63.4% | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | - |
| Aider polyglot | 61.7% | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | - |
| Codeforces percentile | 96.6% | DeepSeek, DeepSeek-R1 model cardchecked 2026-10-15 | - |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| τ-bench Airline | 54.2% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - |
| τ-bench Retail | 73.5% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - |
Multilingual
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MMMLU | 87.7% | Anthropic, Claude 3.7 Sonnetchecked 2026-10-15 | - |
Price
API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked.
| Price | Value | Printed by | Setup as printed |
|---|---|---|---|
| Input | $15 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Cached input | $7.5 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output | $60 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Input, batch | $7.5 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output, batch | $30 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
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Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.