Model comparison
GPT-5.2 Pro vs Granite 3.1 8b Instruct
GPT-5.2 Pro is the stronger model overall, scoring 52.2 to 31.8 on the Noometry Index.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in math, where GPT-5.2 Pro leads 64.8 to 30.4.
- Granite 3.1 8b Instruct has downloadable open weights; the other is API-only.
Side by side
| GPT-5.2 Pro | Granite 3.1 8b Instruct | |
|---|---|---|
| Provider | OpenAI | IBM |
| Noometry Index | 52.2 | 31.8 |
| Released | 2025-12-11 | — |
| Weights | Proprietary | Open |
| Context window | 400K | — |
| Max output | 128K | — |
| Input $ / M tokens | $21 | — |
| Output $ / M tokens | $168 | — |
| Results tracked | 8 | 13 |
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Category by category
Coding Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 33.9 (#232)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Coding | — | 1186 |
Agentic & Tool Use Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 23.9 (#113)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 27.1% |
Reasoning GPT-5.2 Pro leads
GPT-5.2 Pro: 51.8 (#31), Granite 3.1 8b Instruct: 21.2 (#204)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| ARC-AGI-2 | 54.2% | — |
| SimpleBench | 57.4% | — |
| NYT Connections (extended) | 79.3% | — |
| ARC-AGI-1 | 90.5% | — |
| LMArena Hard Prompts | — | 1146 |
| Epoch Capabilities Index | 155.41 | — |
Math GPT-5.2 Pro leads
GPT-5.2 Pro: 64.8 (#23), Granite 3.1 8b Instruct: 30.4 (#210)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| FrontierMath (Tiers 1-3) | 74% | — |
| FrontierMath Tier 4 | 46% | — |
| LMArena Math | — | 1152 |
| FrontierMath Tier 4 (v1) | 31.3% | — |
Knowledge Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 30.6 (#218)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Expert | — | 1142 |
Multilingual Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 31.1 (#255)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Non-English | — | 1099 |
| LMArena Chinese | — | 1145 |
| LMArena Russian | — | 1092 |
Instruction Following Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 58.9 (#254)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Instruction Following | — | 1131 |
Long Context Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 35.2 (#236)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Longer Query | — | 1162 |
Writing & Preference Not comparable
GPT-5.2 Pro: —, Granite 3.1 8b Instruct: 35.7 (#261)
| Benchmark | GPT-5.2 Pro | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Text | — | 1150 |
| LMArena Creative Writing | — | 1129 |
| LMArena Multi-Turn | — | 1108 |
Frequently asked questions
Is GPT-5.2 Pro better than Granite 3.1 8b Instruct?
GPT-5.2 Pro is the stronger model overall, scoring 52.2 to 31.8 on the Noometry Index.
How many benchmarks do GPT-5.2 Pro and Granite 3.1 8b Instruct share?
0 benchmarks have published results for both models. GPT-5.2 Pro has 8 scored results on Noometry and Granite 3.1 8b Instruct has 13.