GLM-4.6 glm-4.6
zai-org · glm hybrid-reasoning flagship agentic
unranked — no quality signals yet
- params
- 355B (A32B)
- arch
- moe
- context
- 198k
- license
- mit open weights
- released
- Sep 2025
- reasoning
- yes
- train compute
- 4.4e+24 FLOP
# why ranked
Coding: #7 — score 84.6 ● 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 | — |
| swe_bench_verified | 0.35 | 84.6 |
missing signals are dropped and the remaining weights renormalized — never imputed.
Agentic: #3 — score 84.6 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| swe_bench_verified | 1.00 | 84.6 |
# trend
collecting history — trends appear after a few daily runs.
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| SWE-bench Verified | 68.2 | SWE-bench | Sep 2025 |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M blend | tps | uptime |
|---|---|---|---|---|---|---|---|
| DeepInfra | fp4 | 198k | $0.43 | $1.74 | $0.76 | — | 99.9% |
| Venice | fp4 | 198k | $0.43 | $1.75 | $0.76 | — | 99.7% |
| Novita | bf16 | 200k | $0.55 | $2.20 | $0.96 | — | 96.0% |
| AtlasCloud | fp8 | 198k | $0.60 | $2.20 | $1.00 | — | 100.0% |
| Z.AI | fp4 | 198k | $0.60 | $2.20 | $1.00 | — | 56.3% |
blended = (3·input + output) / 4 per 1M tokens · cheapest first
source aliases
- aa
glm-4.6- arena
GLM-4.6- openrouter
z-ai/glm-4.6