Kimi K2.6 kimi-k2.6
moonshotai · kimi reasoning flagship agentic
#5 overall #19 coding
- params
- 1059B (A32B)
- arch
- moe
- context
- 256k
- license
- modified-mit open weights
- released
- Apr 2026
- reasoning
- yes
- downloads/30d
- 2.0M
# why ranked
Overall: #5 — score 34.2 ● medium — one signal missing, weights renormalized
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.50 | — |
| arena_elo | 0.30 | 30.0 |
| bench_composite | 0.20 | 40.5 |
missing signals are dropped and the remaining weights renormalized — never imputed.
Coding: #19 — score 50.0 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.25 | — |
| aider_polyglot | 0.25 | — |
| arena_elo_code | 0.15 | 50.0 |
| swe_bench_verified | 0.35 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M blend | tps | uptime |
|---|---|---|---|---|---|---|---|
| Decart | fp4 | 256k | $0.66 | $3.41 | $1.35 | — | 99.3% |
| Inceptron | int4 | 256k | $0.66 | $3.41 | $1.35 | — | 99.0% |
| Baidu | fp4 | 256k | $0.68 | $3.42 | $1.37 | — | 99.8% |
| Chutes | int4 | 256k | $0.66 | $3.50 | $1.37 | — | 99.6% |
| DigitalOcean | unknown | 96k | $0.76 | $3.20 | $1.37 | — | 87.9% |
| ModelRun | fp4 | 256k | $0.70 | $3.40 | $1.38 | — | 92.0% |
| DeepInfra | fp4 | 256k | $0.75 | $3.50 | $1.44 | — | 99.9% |
| Parasail | int4 | 256k | $0.75 | $3.50 | $1.44 | — | 99.7% |
| Venice | int4 | 250k | $0.75 | $3.50 | $1.44 | — | 93.4% |
| Novita | unknown | 256k | $0.80 | $3.40 | $1.45 | — | 100.0% |
| StreamLake | fp8 | 250k | $0.85 | $3.60 | $1.54 | — | 99.8% |
| SiliconFlow | fp8 | 256k | $0.77 | $4.00 | $1.58 | — | 100.0% |
| AtlasCloud | int4 | 256k | $0.95 | $4.00 | $1.71 | — | 97.1% |
| BaseTen | fp4 | 262k | $0.95 | $4.00 | $1.71 | — | — |
| Cloudflare | unknown | 256k | $0.95 | $4.00 | $1.71 | — | 99.8% |
| Fireworks | unknown | 256k | $0.95 | $4.00 | $1.71 | — | — |
| Moonshot AI | int4 | 256k | $0.95 | $4.00 | $1.71 | — | 100.0% |
| Nebius | int4 | 8k | $0.95 | $4.00 | $1.71 | — | 100.0% |
| WandB | fp4 | 256k | $0.95 | $4.00 | $1.71 | — | 100.0% |
| Phala | unknown | 256k | $1.09 | $4.60 | $1.97 | — | 99.4% |
| Together | unknown | 256k | $1.20 | $4.50 | $2.02 | — | 100.0% |
blended = (3·input + output) / 4 per 1M tokens · cheapest first
# variants
source aliases
- aa
kimi-k2.6- epoch
Kimi K2.6- openrouter
moonshotai/kimi-k2.6