Model comparison
Claude 3 Sonnet vs gpt-oss-20b
gpt-oss-20b is the stronger model overall, scoring 32.5 to 29.0 on the Noometry Index.
Last verified . 21 shared benchmarks.
Summary
- They share 21 benchmarks with published results for both. Claude 3 Sonnet scores higher in 3 categories and gpt-oss-20b in 5 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where gpt-oss-20b leads 39.4 to 10.7.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 2.5% for Claude 3 Sonnet and 65.3% for gpt-oss-20b.
- gpt-oss-20b has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | gpt-oss-20b | |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Noometry Index | 29.0 | 32.5 |
| Released | 2024-02-29 | 2025-08-05 |
| Weights | Proprietary | Open |
| Context window | — | 131K |
| Max output | — | 16K |
| Input $ / M tokens | — | $0.018 |
| Output $ / M tokens | — | $0.09 |
| Results tracked | 30 | 34 |
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Category by category
Coding gpt-oss-20b leads
Claude 3 Sonnet: 29.6 (#302), gpt-oss-20b: 37.6 (#192)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| WeirdML | 10.2% | 40.9% |
| LMArena Coding | 1223 | 1306 |
| SciCode | — | 34.4% |
| BigCodeBench Instruct | 42.7% | — |
| BigCodeBench Complete | 53.8% | — |
| ALE-Bench | — | 566.05 |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Agentic & Tool Use Not comparable
Claude 3 Sonnet: —, gpt-oss-20b: 9.3 (#154)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| Terminal-Bench | — | 3.4% |
Reasoning Claude 3 Sonnet leads
Claude 3 Sonnet: 20.5 (#237), gpt-oss-20b: 19.3 (#261)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| LMArena Hard Prompts | 1197 | 1274 |
| DTBench | 53.6% | 68% |
| Epoch Capabilities Index | 120.7 | 137.82 |
| Kagi LLM Benchmark | — | 53.2% |
| CritPt | — | 1.4% |
| Chess Puzzles | — | 4% |
| LMCA | — | 14.5% |
| WinoGrande | 75.1% | — |
Math gpt-oss-20b leads
Claude 3 Sonnet: 10.7 (#310), gpt-oss-20b: 39.4 (#103)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | 65.3% |
| LMArena Math | 1213 | 1317 |
| Omni-MATH | — | 56.5% |
| MATH Level 5 | 18.2% | — |
Knowledge gpt-oss-20b leads
Claude 3 Sonnet: 21.1 (#276), gpt-oss-20b: 34.6 (#195)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| GPQA Diamond | 40.6% | 60.8% |
| LMArena Expert | 1173 | 1258 |
| MMLU-Pro | — | 74% |
| GPQA (HELM) | — | 59.4% |
| MMLU | 75.9% | — |
Multimodal Not comparable
Claude 3 Sonnet: 25.2 (#125), gpt-oss-20b: —
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual gpt-oss-20b leads
Claude 3 Sonnet: 37.8 (#234), gpt-oss-20b: 42.2 (#197)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| LMArena Non-English | 1205 | 1268 |
| LMArena Chinese | 1189 | 1314 |
| LMArena German | 1204 | 1255 |
| LMArena Japanese | 1131 | 1244 |
| LMArena Korean | 1128 | 1236 |
| LMArena Russian | 1227 | 1278 |
| LMArena Spanish | 1204 | 1267 |
| LMArena French | 1229 | — |
Instruction Following Claude 3 Sonnet leads
Claude 3 Sonnet: 62.8 (#235), gpt-oss-20b: 61.8 (#240)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| LMArena Instruction Following | 1199 | 1236 |
| IFEval | — | 73.2% |
Long Context gpt-oss-20b leads
Claude 3 Sonnet: 36.7 (#228), gpt-oss-20b: 37.9 (#209)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| LMArena Longer Query | 1211 | 1250 |
Writing & Preference Claude 3 Sonnet leads
Claude 3 Sonnet: 42.1 (#238), gpt-oss-20b: 35.5 (#265)
| Benchmark | Claude 3 Sonnet | gpt-oss-20b |
|---|---|---|
| LMArena Text | 1218 | 1287 |
| LMArena Creative Writing | 1186 | 1201 |
| LMArena Multi-Turn | 1227 | 1268 |
| EQ-Bench Creative Writing | — | 666 |
| WildBench | — | 73.7% |
Frequently asked questions
Is Claude 3 Sonnet better than gpt-oss-20b?
gpt-oss-20b is the stronger model overall, scoring 32.5 to 29.0 on the Noometry Index.
Is Claude 3 Sonnet or gpt-oss-20b better for coding?
gpt-oss-20b scores higher on coding benchmarks: 37.6 versus 29.6 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and gpt-oss-20b share?
21 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and gpt-oss-20b has 34.