Model comparison
GPT-5 Pro vs gpt-oss-20b
GPT-5 Pro is the stronger model overall, scoring 46.4 to 32.5 on the Noometry Index. gpt-oss-20b costs 1146× less per token, which makes it the better buy when GPT-5 Pro's lead doesn't matter for your workload.
Last verified . 3 shared benchmarks.
Summary
- They share 3 benchmarks with published results for both. GPT-5 Pro scores higher in 4 categories and gpt-oss-20b in 0 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where GPT-5 Pro leads 56.7 to 34.6.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 76.8% for GPT-5 Pro and 53.2% for gpt-oss-20b.
- gpt-oss-20b is cheaper at $0.018 / $0.09 per million input/output tokens, against $15 / $120 for GPT-5 Pro.
- GPT-5 Pro accepts more context: 400K tokens versus 131K.
- gpt-oss-20b has downloadable open weights; the other is API-only.
Side by side
| GPT-5 Pro | gpt-oss-20b | |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Noometry Index | 46.4 | 32.5 |
| Released | 2025-10-06 | 2025-08-05 |
| Weights | Proprietary | Open |
| Context window | 400K | 131K |
| Max output | 272K | 16K |
| Input $ / M tokens | $15 | $0.018 |
| Output $ / M tokens | $120 | $0.09 |
| Results tracked | 12 | 34 |
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Category by category
Coding GPT-5 Pro leads
GPT-5 Pro: 44.0 (#80), gpt-oss-20b: 37.6 (#192)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| WeirdML | 60.4% | 40.9% |
| SciCode | — | 34.4% |
| LMArena Coding | — | 1306 |
| ALE-Bench | — | 566.05 |
| AlgoTune | 1.31 | — |
Agentic & Tool Use Not comparable
GPT-5 Pro: —, gpt-oss-20b: 9.3 (#154)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| Terminal-Bench | — | 3.4% |
Reasoning GPT-5 Pro leads
GPT-5 Pro: 38.9 (#62), gpt-oss-20b: 19.3 (#261)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| Kagi LLM Benchmark | 76.8% | 53.2% |
| Epoch Capabilities Index | 150.28 | 137.82 |
| ARC-AGI-2 | 18.3% | — |
| SimpleBench | 61.6% | — |
| ARC-AGI-1 | 70.2% | — |
| CritPt | — | 1.4% |
| Chess Puzzles | — | 4% |
| EnigmaEval | 18.8% | — |
| LMArena Hard Prompts | — | 1274 |
| DTBench | — | 68% |
| LMCA | — | 14.5% |
Math GPT-5 Pro leads
GPT-5 Pro: 48.5 (#63), gpt-oss-20b: 39.4 (#103)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| FrontierMath (Tiers 1-3) | 55.8% | — |
| FrontierMath Tier 4 | 19.5% | — |
| OTIS Mock AIME 2024-2025 | — | 65.3% |
| Omni-MATH | — | 56.5% |
| LMArena Math | — | 1317 |
| FrontierMath Tier 4 (v1) | 14.6% | — |
Knowledge GPT-5 Pro leads
GPT-5 Pro: 56.7 (#42), gpt-oss-20b: 34.6 (#195)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| GPQA Diamond | — | 60.8% |
| Humanity's Last Exam | 31.6% | — |
| MMLU-Pro | — | 74% |
| GPQA (HELM) | — | 59.4% |
| LMArena Expert | — | 1258 |
Multilingual Not comparable
GPT-5 Pro: —, gpt-oss-20b: 42.2 (#197)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| LMArena Non-English | — | 1268 |
| LMArena Chinese | — | 1314 |
| LMArena German | — | 1255 |
| LMArena Japanese | — | 1244 |
| LMArena Korean | — | 1236 |
| LMArena Russian | — | 1278 |
| LMArena Spanish | — | 1267 |
Instruction Following Not comparable
GPT-5 Pro: —, gpt-oss-20b: 61.8 (#240)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| IFEval | — | 73.2% |
| LMArena Instruction Following | — | 1236 |
Long Context Not comparable
GPT-5 Pro: —, gpt-oss-20b: 37.9 (#209)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| LMArena Longer Query | — | 1250 |
Writing & Preference Not comparable
GPT-5 Pro: —, gpt-oss-20b: 35.5 (#265)
| Benchmark | GPT-5 Pro | gpt-oss-20b |
|---|---|---|
| LMArena Text | — | 1287 |
| LMArena Creative Writing | — | 1201 |
| EQ-Bench Creative Writing | — | 666 |
| WildBench | — | 73.7% |
| LMArena Multi-Turn | — | 1268 |
Frequently asked questions
Is GPT-5 Pro better than gpt-oss-20b?
GPT-5 Pro is the stronger model overall, scoring 46.4 to 32.5 on the Noometry Index. gpt-oss-20b costs 1146× less per token, which makes it the better buy when GPT-5 Pro's lead doesn't matter for your workload.
Which is cheaper, GPT-5 Pro or gpt-oss-20b?
gpt-oss-20b is cheaper. It lists at $0.018 per million input tokens and $0.09 per million output tokens; GPT-5 Pro lists at $15 and $120.
Is GPT-5 Pro or gpt-oss-20b better for coding?
GPT-5 Pro scores higher on coding benchmarks: 44.0 versus 37.6 in the Noometry coding category.
Which has the bigger context window?
GPT-5 Pro does, with 400K tokens against 131K.
How many benchmarks do GPT-5 Pro and gpt-oss-20b share?
3 benchmarks have published results for both models. GPT-5 Pro has 12 scored results on Noometry and gpt-oss-20b has 34.