Model comparison
C4ai Aya Expanse 8b vs GPT-5.2 Codex
GPT-5.2 Codex is the stronger model overall, scoring 42.2 to 34.3 on the Noometry Index.
Last verified . 0 shared benchmarks.
CohereSummary
- The widest gap is in coding, where GPT-5.2 Codex leads 45.4 to 33.2.
- GPT-5.2 Codex accepts more context: 400K tokens versus 8K.
- C4ai Aya Expanse 8b has downloadable open weights; the other is API-only.
Side by side
| C4ai Aya Expanse 8b | GPT-5.2 Codex | |
|---|---|---|
| Provider | Cohere | OpenAI |
| Noometry Index | 34.3 | 42.2 |
| Released | 2024-10-24 | 2025-12-18 |
| Weights | Open | Proprietary |
| Context window | 8K | 400K |
| Max output | 4K | 128K |
| Input $ / M tokens | — | $1.75 |
| Output $ / M tokens | — | $14 |
| Results tracked | 15 | 5 |
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Category by category
Coding GPT-5.2 Codex leads
C4ai Aya Expanse 8b: 33.2 (#252), GPT-5.2 Codex: 45.4 (#66)
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| SWE-bench Verified (bash only) | — | 72.8% |
| LMArena WebDev | — | 1339 |
| SWE-bench Multilingual | — | 66.3% |
| LMArena Coding | 1161 | — |
| ALE-Bench | — | 1,300 |
Agentic & Tool Use Not comparable
C4ai Aya Expanse 8b: —, GPT-5.2 Codex: 40.7 (#20)
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| Terminal-Bench | — | 66.5% |
Reasoning Not comparable
C4ai Aya Expanse 8b: 21.4 (#198), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| LMArena Hard Prompts | 1156 | — |
Math Not comparable
C4ai Aya Expanse 8b: 30.8 (#204), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| LMArena Math | 1168 | — |
Knowledge Not comparable
C4ai Aya Expanse 8b: 33.0 (#197), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| Vectara Hallucination Rate | 9.5% | — |
| LMArena Expert | 1153 | — |
Multilingual Not comparable
C4ai Aya Expanse 8b: 36.3 (#237), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| LMArena Non-English | 1180 | — |
| LMArena Chinese | 1181 | — |
| LMArena German | 1188 | — |
| LMArena Japanese | 1120 | — |
| LMArena Russian | 1197 | — |
Instruction Following Not comparable
C4ai Aya Expanse 8b: 60.4 (#248), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| LMArena Instruction Following | 1155 | — |
Long Context Not comparable
C4ai Aya Expanse 8b: 36.1 (#231), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| LMArena Longer Query | 1192 | — |
Writing & Preference Not comparable
C4ai Aya Expanse 8b: 39.2 (#245), GPT-5.2 Codex: —
| Benchmark | C4ai Aya Expanse 8b | GPT-5.2 Codex |
|---|---|---|
| LMArena Text | 1185 | — |
| LMArena Creative Writing | 1168 | — |
| LMArena Multi-Turn | 1160 | — |
Frequently asked questions
Is C4ai Aya Expanse 8b better than GPT-5.2 Codex?
GPT-5.2 Codex is the stronger model overall, scoring 42.2 to 34.3 on the Noometry Index.
Is C4ai Aya Expanse 8b or GPT-5.2 Codex better for coding?
GPT-5.2 Codex scores higher on coding benchmarks: 45.4 versus 33.2 in the Noometry coding category.
Which has the bigger context window?
GPT-5.2 Codex does, with 400K tokens against 8K.
How many benchmarks do C4ai Aya Expanse 8b and GPT-5.2 Codex share?
0 benchmarks have published results for both models. C4ai Aya Expanse 8b has 15 scored results on Noometry and GPT-5.2 Codex has 5.