Model comparison
GPT-5-Codex vs Granite 4.1 8b
GPT-5-Codex and Granite 4.1 8b score almost the same on the Noometry Index (37.9 vs 37.4), so choose on price, context window or the category you care about most.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in coding, where GPT-5-Codex leads 42.4 to 30.1.
- Granite 4.1 8b has downloadable open weights; the other is API-only.
Side by side
| GPT-5-Codex | Granite 4.1 8b | |
|---|---|---|
| Provider | OpenAI | IBM |
| Noometry Index | 37.9 | 37.4 |
| Released | 2025-09-15 | — |
| Weights | Proprietary | Open |
| Context window | 400K | — |
| Max output | 128K | — |
| Input $ / M tokens | $1.25 | — |
| Output $ / M tokens | $10 | — |
| Results tracked | 3 | 13 |
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Category by category
Coding GPT-5-Codex leads
GPT-5-Codex: 42.4 (#103), Granite 4.1 8b: 30.1 (#297)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena WebDev | — | 1192 |
| WeirdML | 54.5% | — |
| LMArena Coding | — | 1312 |
Agentic & Tool Use Not comparable
GPT-5-Codex: 31.0 (#72), Granite 4.1 8b: —
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| Terminal-Bench | 44.3% | — |
Reasoning GPT-5-Codex leads
GPT-5-Codex: 30.9 (#83), Granite 4.1 8b: 25.7 (#143)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| Kagi LLM Benchmark | 70.3% | — |
| LMArena Hard Prompts | — | 1293 |
Math Not comparable
GPT-5-Codex: —, Granite 4.1 8b: 36.4 (#166)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena Math | — | 1312 |
Knowledge Not comparable
GPT-5-Codex: —, Granite 4.1 8b: 36.1 (#174)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena Expert | — | 1309 |
Multilingual Not comparable
GPT-5-Codex: —, Granite 4.1 8b: 41.7 (#204)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena Non-English | — | 1261 |
| LMArena Chinese | — | 1337 |
| LMArena Russian | — | 1240 |
Instruction Following Not comparable
GPT-5-Codex: —, Granite 4.1 8b: 66.9 (#203)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena Instruction Following | — | 1269 |
Long Context Not comparable
GPT-5-Codex: —, Granite 4.1 8b: 38.7 (#193)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena Longer Query | — | 1275 |
Writing & Preference Not comparable
GPT-5-Codex: —, Granite 4.1 8b: 48.1 (#204)
| Benchmark | GPT-5-Codex | Granite 4.1 8b |
|---|---|---|
| LMArena Text | — | 1290 |
| LMArena Creative Writing | — | 1251 |
| LMArena Multi-Turn | — | 1268 |
Frequently asked questions
Is GPT-5-Codex better than Granite 4.1 8b?
GPT-5-Codex and Granite 4.1 8b score almost the same on the Noometry Index (37.9 vs 37.4), so choose on price, context window or the category you care about most.
Is GPT-5-Codex or Granite 4.1 8b better for coding?
GPT-5-Codex scores higher on coding benchmarks: 42.4 versus 30.1 in the Noometry coding category.
How many benchmarks do GPT-5-Codex and Granite 4.1 8b share?
0 benchmarks have published results for both models. GPT-5-Codex has 3 scored results on Noometry and Granite 4.1 8b has 13.