INTELLIGENCE
35.3
Media Cap quality axis
Kuaishou · ProprietaryThinking Machines: Inkling Small
Active
Model portfolio
Thinking Machines: Inkling Small
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Kuaishou · Released 2026-07-30 · v2026-07-30 · Closed · Context 1.0M tokens
Language Cap
64
Cadle Language Cap 64 · 82%
Benchmark average
73.0
Not enough benchmark results yet
Pricing
$0.45
$1.20 / 1M out · 41.7 pts/$
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
52.5
Intelligence
25.7
Coding
67.5
Agentic
67.3
MMLU
85.6
GPQA
89.5
Math
92.8
LiveCodeBench
67.8
HumanEval
No data yet
Reason
93.3
ARC-AGI
40.1
Coverage AVG
73.0
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
CODING
67.5
Media Cap quality axis
AGENTIC
67.3
Media Cap quality axis
MATH
92.8
Media Cap quality axis
MATRIX OVERALL
52.5
AVG 73.0 across matrix cells
STRONGEST SIGNAL
Intelligence
Cap axis 35.3
BLENDED $/1M
$1.65
In $0.45 · Out $1.20
VALUE INDEX
31.8
Quality ÷ blended $/1M (higher is better)
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Overall (Matrix)
- 52.5
- Cap Intelligence
- 68.8
- AA / Intel index
- 25.7
- Cap Coding
- 59.7
- Matrix Coding
- 67.5
- Input $/1M
- $0.45
- Output $/1M
- $1.20
- Value pts/$
- 41.71
DESCRIPTION + DETAILS
PROVIDER
Kuaishou
RELEASE
2026-07-30
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 Thinking Machines: Inkling Small.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Kuaishou |
| Release | 2026-07-30 |
| Input / 1M | $0.45 |
| Output / 1M | $1.20 |
| Context | 1.0M tokens |
| Cadle Cap | 64 |
| Cap board | Cadle Language Cap 64 |
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
Kuaishou listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
Overall52.5
AA IQ25.7
Coding67.5
Agentic67.3
MMLU85.6
GPQA89.5
Math92.8
LiveCodeBench67.8
ARC-AGI40.1