Llama 4 Maverick llama-4-maverick
meta-llama · llama flagship
#86 overall #8 coding
- params
- 400B (A17B)
- arch
- moe
- context
- 512k
- license
- llama4 open weights gated
- released
- Apr 2025
- train compute
- 2.2e+24 FLOP
- downloads/30d
- 9.7k
# architecture
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: #86 — score 23.6 ● high — all signals present
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 27.2 |
| bench_composite | 0.30 | 15.1 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aa-coding-v1 | 27.8 |
| aa-math-v1 | 0.0 |
| aider-polyglot-v1 | 17.6 |
Coding: #8 — score 13.4 ● medium — one signal missing, weights renormalized
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.30 | 17.6 |
| aider_polyglot | 0.30 | 9.1 |
| swe_bench_verified | 0.40 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
methodology changed during this history window; score movement across that boundary is not model movement. See methodology v6.
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Coding Index | 16.3 | Artificial Analysis | — |
| AA Intelligence Index | 9.3 | Artificial Analysis | — |
| AA Math Index | 19.3 | Artificial Analysis | — |
| Aider Polyglot | 15.6 | Aider | Apr 2025 |
| Chartqa | 0.9 / 1 | LLM Stats | — |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Amazon Bedrock | — | $0.12 | $0.49 | — | bedrock | — | — | ✓ | |
| DigitalOcean | unknown | 125k | $0.19 | $0.65 | $0.05 | via openrouter | — | 100.0% | |
| DeepInfra | 1024k | $0.20 | $0.80 | — | via modelsdev | — | — | ||
| Parasail | fp8 | 512k | $0.35 | $1.00 | $0.17 | via openrouter | — | 100.0% | |
| unknown | 512k | $0.35 | $1.15 | — | via openrouter | — | — |
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
- aa
llama-4-maverick- aider
Llama 4 Maverick- arena
Llama-4-Maverick-17B-128E-Instruct- bedrock
Llama 4 Maverick 17B- epoch
Llama 4 Maverick- openrouter
meta-llama/llama-4-maverick