Granite 4.1 8B granite-4.1-8b
ibm-granite · ibm-granite
unranked — no quality signals yet
- params
- 8.8B
- arch
- dense
- license
- apache-2.0 open weights
- released
- Apr 2026
- downloads/30d
- 726.8k
# architecture
- layers
- 40
- d_model
- 4096
- heads
- 32q / 8kv
- head dim
- 128
- vocab
- 100352
- family
- granite
signal path of one layer, generated from the registry's structured fields — dimension lines quote the model's real numbers; an MoE trace forks at the router, a dense trace runs straight through. Geometry fields come from the repo's config.json.
# why ranked
Overall: provisional — score 7.2 ● low — a single signal; treat with caution
provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 7.2 |
| bench_composite | 0.30 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
Coding: provisional — score 5.3 ● low — a single signal; treat with caution
provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.30 | 5.3 |
| aider_polyglot | 0.30 | — |
| swe_bench_verified | 0.40 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Coding Index | 9.5 | Artificial Analysis | — |
| AA Intelligence Index | 1.1 | Artificial Analysis | — |
| LMArena Elo (Code) | 1192.0 | LMArena | Aug 2026 |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Wandb | 128k | $0.05 | $0.10 | — | via litellm | — | — |
sorted by blended price ((3·input + output) / 4 per 1M) · ✓ = the provider's own catalog confirms the offer · "via …" prices are what the aggregator routing the offer charges, not the provider's own list price
source aliases
- arena
granite-4.1-8b- openrouter
ibm-granite/granite-4.1-8b