Compare AI models
| Specifications | ||
Context windowHow much information the model can work with in one request, measured in tokens — pieces of words or other data. This includes your question, attachments, conversation and reply. Limits can vary by model variant and provider. | 2M | 200k |
| These models have no shared benchmark scores. | ||
LiveCodeBenchCompetitive coding — Coding problems published so recently the AI can't have seen them in training — a contamination-free test of raw programming skill. Higher is better. | 34.3% | — |
MATHReasoning — accuracy on the original competition mathematics test set | 86.5% | — |
GPQA DiamondScience — Graduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | 59.1% | — |
MMLU-ProKnowledge — accuracy on the ten-option MMLU-Pro benchmark | 75.8% | — |
MMMUMultimodal — Tests the AI on understanding images and text together across many college subjects. Higher is better. | 65.9% | — |
| Overview | ||
| Company | OpenAI | |
| Release date | Sep 24 2024 | May 16 2025 |
| Access | Closed | Closed |
| Model details | View model | View model |
Other comparisons
Gemini 1.5 Pro-002vsClaude Fable 5.2codex-mini-latestvsClaude Fable 5.2Gemini 1.5 Pro-002vsMuse Embercodex-mini-latestvsMuse EmberGemini 1.5 Pro-002vsGrok 4.7codex-mini-latestvsGrok 4.7Gemini 1.5 Pro-002vsDeepSeek-V4.1-Flash-1017codex-mini-latestvsDeepSeek-V4.1-Flash-1017Gemini 1.5 Pro-002vsMistral Large 4codex-mini-latestvsMistral Large 4Gemini 1.5 Pro-002vsKimi K3.1 Procodex-mini-latestvsKimi K3.1 ProFrequently asked questions
Gemini 1.5 Pro-002 and codex-mini-latest don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Gemini 1.5 Pro-002 shipped 234 days before codex-mini-latest, so benchmark comparisons should account for the intervening progress.
Context windows are 2M (Gemini 1.5 Pro-002) vs 200k (codex-mini-latest).
Direct benchmark comparisons are unavailable — Gemini 1.5 Pro-002 and codex-mini-latest don't publish scores on any of the same benchmarks.