Codesota · Models · GPT-5.1OpenAI3 results · 3 benchmarks
Model card

GPT-5.1.

OpenAI
§ 01 · Benchmarks

Every benchmark GPT-5.1 has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01MMMUMultimodal · Visual Question Answeringaccuracy85.4%#2/182025-11-13source ↗
02MMMU-ProMultimodal · Visual Question Answeringaccuracy76.5%#4/52025-11-13source ↗
03Tau2-BenchAgentic AI · Tool Usepass_rate59.0%#5/8unverified
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where GPT-5.1 actually performs.

Multimodal
2
benchmarks
avg rank #3.0
Agentic AI
1
benchmark
avg rank #5.0
§ 04 · Related models

Other OpenAI models scored on Codesota.

GPT-4o
Undisclosed params · 35 results · 9 SOTA
o3
16 results · 5 SOTA
o4-mini
13 results · 3 SOTA
o3 (high)
2 results · 1 SOTA
o4-mini (high)
1 result · 1 SOTA
o1
11 results
GPT-5
8 results
o1-preview
Undisclosed params · 8 results
§ 05 · Sources & freshness

Where these numbers come from.

llm-stats.com
1
result
artificialanalysis.ai
1
result
editorial
1
result
2 of 3 rows marked verified.