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ModelCap

GLM 4.7

All-versions archive #42Arena #74Open weights

Z.ai·z-ai/glm-4.7

GLM 4.7 is a language model published by Z.ai. 9 OpenRouter endpoints are published in the latest snapshot. It accepts text input and returns text. The published context limit is 205K tokens. The catalogue declares support for reasoning, tool use, structured outputs.

ModelCap Index · All-versions archive
76.0#42
Measured · 82% support · score interval 76.0–83.0
Market Gravity
48.3
Secondary market signal

Superseded by GLM 5.2. It no longer holds a current-board position; its all-versions archive rank is #42.

Input
$0.40
per 1M tokens
Output
$1.75
per 1M tokens
Context
205K
tokens
Providers
9
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
DeepInfrafp4Cheapest$0.40$1.75203Kfp499.89%
StreamLakefp8$0.48$1.76200Kfp888.87%
AtlasCloudfp8$0.52$1.85203Kfp896.18%
Novitafp8$0.54$1.98205Kfp893.58%
Z.AIfp4$0.60$2.20203Kfp494.25%
Google$0.60$2.20200K100.0%
Mancer 2fp4$0.60$2.50131Kfp499.62%
Venicefp4$0.55$2.65198Kfp4100.0%
Cerebrasfp16$2.25$2.75131Kfp1699.45%

Hugging Face Inference Providers

Exact repository identity

Provider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.

ProviderInputOutputContextTTFTThroughputFeatures
deepinfra
live
$0.40$1.75203K419 ms27.0 tok/stools
baseten
live
$0.60$2.20200K732 ms59.8 tok/stools · structured
novita
live
$0.60$2.20205K1808 ms38.4 tok/stools
cerebras
live
$2.25$2.75131K179 ms386.7 tok/stools · structured
featherless-ai
live
zai-org
live · model author
2788 ms46.8 tok/stools

Reported evaluation leads (9)

Excluded from score

Structured rows reported in this exact model repository at the pinned revision below. They are useful research leads, but remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
cais/hle
hle
24.8
Unpinned
not published
Reported
Quarantined
cais/hle
hle
42.8
Unpinned
not published
Reported
Quarantined
collinear-ai/yc-bench
medium
398,410
Unpinned
not published
Reported
Quarantined
FutureMa/EvasionBench
evasion_bench
82.91
Unpinned
not published
Reported
Quarantined
harborframework/terminal-bench-2.0
terminalbench_2
33.4
Unpinned
not published
Reported
Quarantined
Idavidrein/gpqa
diamond
85.7
Unpinned
not published
Reported
Quarantined
mercor/apex-agents
apex-agents
3.1
Unpinned
not published
Reported
Quarantined
mercor/APEX-v1-extended
apex-v1
51.7
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Verified
swe_bench_%_resolved
73.8
Unpinned
not published
Reported
Quarantined

Other versions (5)

ModelCap Index · All-versions archive

Methodology
76.0
Measured · 2 public benchmark observations across 2 boards
All-versions archive
#42
Public rank basis
Measured (measured)
Index support
81.5% · strong
Index interval
76.0–83.0
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Identity binding
Exact catalogue product · z-ai/z-ai/glm-4.7 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata zai-org/GLM-4.7@602d01efcdd332c5238ca4bcede555defbe83eb7 (not the evaluation revision)
Direct benchmark observations
2
Breadth-adjusted BES point estimate
79.5
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
79.5
Evidence status
confirmed · 83% mass
General preference
79.7
Coding
78.5
Agents & tools
Reasoning
Evidence breadth
92%
Evidence coverage
82%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
27.0
Liquidity (providers × uptime)
92.5
Open reach (HF downloads)
54.8
Surface (context / tools / modalities)
73.5
Freshness
41.9
  • · OpenRouter popularity #64
  • · 9 live providers
  • · HF 30d downloads 74967
  • · Catalogue: context 204800, reasoning, tools
  • · First seen 2025-12-22

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Deployment readiness

Metadata index
84.6
strong · 94% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
96.9
Evaluation provenance
50.3

Missing: artifactReproducibility.base-lineage, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
48.3
OpenRouter weekly popularity
#64 of 298

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

Status
Ranked
Source
Arena
Official rank
#74 of 385
Rating
1441.8
95% confidence interval
1436–1448
Votes
12K
Source snapshot
6 Aug 2026, 13:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
27.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
92.5

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
54.8

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
41.9

Time since first public availability, on a six-month half-life.

Specification

Context window
205K tokens
Max output
131K tokens
Inputs
Text
Outputs
Text
Tokenizer
Other
Cached input tokens
$0.08 / 1M
First seen on OpenRouter
22 Dec 2025

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • Supported: Response format
  • Not supported: Moderated

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
mit
Pinned revision
602d01efcdd3
Parameters
358.3B
Architecture
Glm4MoeForCausalLM
Model type
glm4_moe
Hugging Face downloads (30d)
75K
Downloads (all time)
685K
Likes
2K
Repository
zai-org/GLM-4.7
Repository updated
29 Jan 2026, 08:05 UTC