Benchmark avg
129.1
19 tracked scores
Google · Open weightsGemini 3.1 Pro Preview
Active
Model portfolio
Gemini 3.1 Pro Preview
Tap a star to rate
Google · Released 2026-02-19 · v2026-02-19 · Open · Context 1M tokens
Language Cap
66
Cadle Language Cap 66 · 20%
Benchmark average
—
Not enough benchmark results yet
Pricing
$2.00
$12.00 / 1M out · 7.1 pts/$
MODEL MATRIX · TRUTH CENTER CELLS
Overall
—
Intelligence
100.0
Coding
—
Agentic
—
MMLU
—
GPQA
—
Math
—
LiveCodeBench
—
HumanEval
—
Reason
—
ARC-AGI
—
Coverage AVG
—
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.
CADLE INSIGHTS
Only measured signals
Strongest signal
arena-elo
Score 1486.9
Blended $/1M
$14.00
In $2.00 · Out $12.00
Value index
0.7
Quality ÷ blended $/1M (higher is better)
Context
1M
Provider context window (not max output)
Intel index
100.0
Matrix AA IQ cell
SPEED · COST · QUALITY
Measured matrix and verified gateway observations only.
- Cadle Intelligence
- 100.0
- Input $/1M
- $2.00
- Output $/1M
- $12.00
- Value pts/$
- 7.14
DESCRIPTION + DETAILS
PROVIDER
RELEASE
2026-02-19
CONTEXT
1M tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
Community Reviews & Field Notes
Verified EngineersReal operator evaluations, prompt robustness observations, and deployment notes for Gemini 3.1 Pro Preview.
4.5(2)
Leave a Field Observation
Rating:5 - Frontier benchmark
Role:
Tag topic:
Reviews are publicly visible to the engineering community.
Inference OperatorProduction Deployer Verified
Oct 27, 2026
Tested Gemini 3.1 Pro Preview on high-concurrency tool loops. Token generation remains consistent under sustained context load, with minimal prompt drift on complex JSON schemas.
Autonomous Agent LeadEval Maintainer Verified
Oct 23, 2026
Evaluated Gemini 3.1 Pro Preview on multi-turn code synthesis. Code reasoning and diff application succeed on ~88% of test suites. Best paired with strict system prompt guardrails.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | |
| Release | 2026-02-19 |
| Input / 1M | $2.00 |
| Output / 1M | $12.00 |
| Context | 1M tokens |
| Cadle Cap | 66 |
| Cap board | Cadle Language Cap 66 |
| arena-elo | 1486.9 |
| cl-bench-life | 16.9 |
| cl-bench | 20.8 |
| exploitbench | 26.1 |
| terminal-bench | 80.2 |
| proofbench | 26.0 |
| posttrainbench | 22.0 |
| apex-agents | 35.1 |
| ebr-bench | 14.3 |
| frontiermath-tier-4-v2-private | 26.8 |
| frontiermath-tiers-1-3-v2-private | 62.8 |
| arc-agi-2 | 77.1 |
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
- Supabase models
- Cadle public observations
SOURCE TRACKING
Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
API
Google listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
AA IQ100