GLM-4.7 Flash glm-4.7-flash
zai-org · glm efficient
#51 overall
- params
- 31.2B
- arch
- dense
- context
- 200k
- license
- mit open weights
- released
- Jan 2026
- reasoning
- yes
- downloads/30d
- 953.7k
# architecture
- layers
- 47
- d_model
- 2048
- heads
- 20q / 20kv
- head dim
- 102
- experts
- top-4 of 64 + 1 shared
- vocab
- 154880
- family
- glm4_moe_lite
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: #51 — score 53.7 ● high — all signals present
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 53.7 |
| bench_composite | 0.30 | 53.9 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aime-2025-v1 | 71.5 |
| browsecomp-v1 | 36.3 |
# 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 Intelligence Index | 14.9 | Artificial Analysis | — |
| AIME 2025 | 0.9 / 1 | LLM Stats | — |
| Browsecomp | 0.4 / 1 | LLM Stats | — |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Featherless | — | — | — | — | via hfrouter | — | — | ||
| Z.AI | — | — | — | — | via hfrouter | 61 | — | ||
| DeepInfra | 198k | $0.06 | $0.40 | — | via hfrouter | 20 | — | ||
| Cloudflare | unknown | 128k | $0.06 | $0.40 | — | via openrouter | — | 100.0% | |
| Amazon Bedrock | — | $0.07 | $0.40 | — | bedrock | — | — | ✓ | |
| Novita | bf16 | 200k | $0.07 | $0.40 | — | novita | — | 2.2% | ✓ |
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
glm-4.7-flash- openrouter
z-ai/glm-4.7-flash