CADLE CAP
92
Cadle #25/385 · 90% confidence
Zhipu AI · Open weightsGLM 5.2 FP8
Active
Model portfolio
GLM 5.2 FP8
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Zhipu AI · Open · Context 1.0M tokens
GLM 5.2 FP8 is an open-source model from Zhipu AI. Context window ~1.0M tokens with capabilities: Text. Pricing may be routed through a gateway or not publicly listed. Top tracked signals: MATH · benchlm 99.2, AGENTIC · artificial-analysis 99.1, AGENTIC 99.1. Cadle merges provider listings, unified leaderboard medians, and public pricing where available.
Language Cap
92
Cadle Language #25/385 · 90%
Benchmark average
75.2
#119 on the benchmark matrix
Pricing
Unlisted
no list price
CROSS-BOARD RANKS
Cadle Language LLM #25/385Matrix #119/443BenchLM #56/224AA #105/698vs BenchLM: -33
CADLE CAP vs MODEL MATRIX
Cadle Cap ranks models on every published score we have for them — harder benchmarks weigh more. Missing tests are skipped, not zeroed. It answers who is stronger than whom in today's pool.
Model Matrix is the datasheet: Overall, Intelligence, Coding, Agentic, MMLU, GPQA, Math, LiveCodeBench, HumanEval, Reason, ARC-AGI. A dash means unmeasured. AVG is an importance-weighted mean of that model's filled cells only.
MODEL MATRIX · TRUTH CENTER CELLS
Overall
60.5
AA IQ
33.7
Coding
79.6
Agentic
99.1
MMLU
86.7
GPQA
91.2
Math
96.1
LiveCodeBench
60.4
HumanEval
—
Reason
89.9
ARC-AGI
22.8
Coverage AVG
75.2
Cadle Cap ranks models with within-benchmark percentiles so ARC-AGI ~40 and MMLU ~90 never compete raw. Coverage AVG is an importance-weighted mean of filled expert cells only — blanks are skipped, not zeroed.
ANALYSIS · TRUTH CENTER
Hard benches (GPQA · ARC-AGI · LCB · Agentic) sit left — a mid-40 on ARC-AGI can still be frontier. Broader benches on the right are easier and often higher.
CADLE INSIGHTS
Only measured signals
INTELLIGENCE
43.3
Media Cap quality axis
CODING
79.6
Media Cap quality axis
AGENTIC
99.1
Media Cap quality axis
MATH
96.1
Media Cap quality axis
MATRIX OVERALL
60.5
AVG 75.2 across matrix cells
BENCHMARK AVG
76.4
31 tracked scores
STRONGEST SIGNAL
MATH · benchlm
Score 99.2
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Overall (Matrix)
- 60.5
- Cap Intelligence
- 81.1
- AA / Intel index
- 33.7
- Cap Coding
- 91.7
- Matrix Coding
- 79.6
- Speed tok/s
- 0
- Latency
- —
DESCRIPTION + DETAILS
GLM 5.2 FP8 is an open-source model from Zhipu AI. Context window ~1.0M tokens with capabilities: Text. Pricing may be routed through a gateway or not publicly listed. Top tracked signals: MATH · benchlm 99.2, AGENTIC · artificial-analysis 99.1, AGENTIC 99.1. Cadle merges provider listings, unified leaderboard medians, and public pricing where available.
PROVIDER
Zhipu AI
CONTEXT
1.0M tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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First review sets the tone for how teams evaluate GLM 5.2 FP8.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Zhipu AI |
| Release | |
| Input / 1M | — |
| Output / 1M | — |
| Context | 1.0M tokens |
| Cadle Cap | 92 |
| Cap board | Cadle Language #25/385 |
| MATH · benchlm | 99.2 |
| AGENTIC · artificial-analysis | 99.1 |
| AGENTIC | 99.1 |
| AGENTIC · benchlm | 99.1 |
| REASON · livebench | 98.0 |
| MATH | 96.1 |
| MATH · livebench | 96.1 |
| GPQA · epoch | 92.9 |
| GPQA · benchlm | 91.2 |
| GPQA | 91.2 |
| REASON · benchlm | 89.9 |
| REASON | 89.9 |
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
- OpenRouter / provider APIs (pricing & context)
- Hugging Face Hub (downloads & cards)
- Papers With Code (task benchmarks)
- BenchLM.ai (category rollups + atomic benches)
- Epoch AI Benchmarking Hub (ECI + ZIP CSVs)
- LiveCodeBench (generation / execution / repair / test-output)
- Artificial Analysis (intelligence / indexes)
- LLM Stats (leaderboard + rankings)
- Cadle unified median (equal-weight multi-source)
- Artificial Analysis — throughput, latency, and $/M token snapshots
- Epoch AI Benchmarking Hub — capability CSV exports (when synced)
SOURCE TRACKING
Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
API
Zhipu AI listing
API
Artificial Analysis
API
OpenRouter
COMMUNITY
Papers with Code
COMMUNITY
BenchLM
COMMUNITY
artificial-analysis
COMMUNITY
unified-median
COMMUNITY
livebench
COMMUNITY
epoch
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
Overall60.5
AA IQ33.7
Coding79.6
Agentic99.1
MMLU86.7
GPQA91.2
Math96.1
LiveCodeBench60.4
ARC-AGI22.8
AA Index33.7