Gemma 4 31B gemma-4-31b-it
google · gemma flagship
#7 overall #9 coding
- params
- 32.7B
- arch
- dense
- context
- 256k
- license
- apache-2.0 open weights
- released
- Mar 2026
- reasoning
- yes
- downloads/30d
- 11.4M
# why ranked
Overall: #7 — score 29.4 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.50 | 29.4 |
| arena_elo | 0.30 | — |
| bench_composite | 0.20 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
Coding: #9 — score 78.6 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.25 | 78.6 |
| aider_polyglot | 0.25 | — |
| arena_elo_code | 0.15 | — |
| swe_bench_verified | 0.35 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Coding Index | 43.4 | Artificial Analysis | — |
| AA Intelligence Index | 29.4 | Artificial Analysis | — |
| Gdpval-aa | 783.0 / 3000 | LLM Stats | — |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M blend | tps | uptime |
|---|---|---|---|---|---|---|---|
| WandB | bf16 | 256k | $0.12 | $0.35 | $0.18 | — | 100.0% |
| Venice | bf16 | 250k | $0.12 | $0.36 | $0.18 | — | 99.9% |
| Chutes | fp4 | 128k | $0.12 | $0.37 | $0.18 | — | 87.7% |
| DeepInfra | fp4 | 256k | $0.12 | $0.37 | $0.18 | — | 95.4% |
| DeepInfra | fp8 | 256k | $0.13 | $0.38 | $0.19 | — | 96.6% |
| SiliconFlow | fp8 | 256k | $0.13 | $0.40 | $0.20 | — | 98.0% |
| Novita | bf16 | 256k | $0.14 | $0.40 | $0.21 | — | 96.4% |
| Parasail | fp8 | 256k | $0.15 | $0.40 | $0.21 | — | 99.5% |
| Phala | unknown | 256k | $0.15 | $0.46 | $0.23 | — | 99.1% |
| ModelRun | fp4 | 256k | $0.22 | $0.55 | $0.30 | — | 100.0% |
| SambaNova | unknown | 128k | $0.22 | $0.59 | $0.31 | — | 99.5% |
| Together | unknown | 256k | $0.28 | $0.86 | $0.43 | — | 96.6% |
| Together | unknown | 256k | $0.39 | $0.97 | $0.53 | — | 98.9% |
blended = (3·input + output) / 4 per 1M tokens · cheapest first
source aliases
- aa
gemma-4-31b- epoch
Gemma 4 31B- openrouter
google/gemma-4-31b-it