BlogLLM Benchmark Scores as Published, Side by Side
GPT-4.1: Benchmark Scores as Published
Every result the catalog holds for GPT-4.1: 34 tests in 8 areas, from 4 pages. 1 printed by OpenAI itself, the rest by the company named beside each number. Each number is as printed; nothing is ranked or rescored.
Developer OpenAIReleased 2025-04-14Context window 1.05MMax output 32.8KInput Text, imageOutput TextWeights ClosedData version 2026103001, as of 2026-10-30
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| SWE-bench Verified | 54.6% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15; printed on 1 more page | - |
| SWE-bench Multilingual | 31.5% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | Harness: agentic, single attempt |
| Terminal-Bench (version not stated) | 30.3% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15; printed on 1 more page | - |
| SWE-bench Verified (agentless, single patch without test) | 40.8% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | Harness: agentless |
Science and Math
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPQA Diamond | 66.3% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15; printed on 1 more page | - |
| AIME 2025 | 37% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| HMMT February 2025 | 19.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| AIME 2024 | 46.5% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| MATH-500 | 92.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| CNMO 2024 | 56.6% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| PolyMath (en) | 54% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
Multimodal Understanding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MMMU (validation) | 74.8% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15 | - |
General Knowledge and Reasoning
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Humanity's Last Exam (no tools) | 3.7% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| MMLU-Pro | 81.8% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| MMLU-Redux | 92.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| SuperGPQA | 50.8% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| MMLU | 90.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| SimpleQA | 42.3% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| AutoLogi | 88.2% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| LiveBench (2024-11-25) | 69.8% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| ZebraLogic | 58.5% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
Code Generation
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| LiveCodeBench v6 | 44.7% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| Aider polyglot | 52.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| MultiPL-E | 86.7% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| OJBench (language not stated) | 19.5% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| τ²-bench Telecom | 43.6% | OpenAI, Introducing GPT-5.4checked 2026-10-15; printed on 1 more page | - |
| τ²-bench Retail | 74.8% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| τ²-bench Airline | 54.5% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| τ-bench Airline | 49.4% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15 | - |
| τ-bench Retail | 68% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 2026-10-15 | - |
| AceBench | 80.1% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
Instruction Following
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MultiChallenge | 36.4% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
| IFEval (prompt-level strict) | 88% | Moonshot AI, Kimi K2 release pagechecked 2026-10-15 | - |
Multilingual
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MMMLU | 83.7% | Anthropic, Claude Opus 4 and Claude Sonnet 4checked 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 | $2 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Cached input | $0.5 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output | $8 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Input, batch | $1 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output, batch | $4 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Input, fast | $3.5 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Cached input, fast | $0.875 | OpenAI, OpenAI API pricingchecked 2026-10-15 | - |
| Output, fast | $14 | 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.