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InclusionAI

Ling-3.0-flash-Fin

ReasoningOpen weightsModels.devHugging Face
Intelligence
22.6
Rank 213 of 763 measured models
Coding
55.6
Rank 106 of 299 measured models
Output speed
383 t/s
Rank 7 of 421 measured models
Price/1M
$0.111
Rank 112 of 718 measured models
Context window
262K
Rank 684 of 1285 measured models

Ling-3.0-flash-Fin scores 22.6 on the Artificial Analysis Intelligence Index, ranking 213th of 763 measured models. The closest models on this index are Claude 4.1 Opus (22.8), GPT-5.5 Instant (May 2026) (22.7), and Grok 4 (22.5). At $0.111 per million tokens (3:1 input/output blended price), it is cheaper than Claude 4.1 Opus ($30), GPT-5.5 Instant (May 2026) ($11.25), and Grok 4 ($6). With an output speed of 383 t/s, it is faster than Grok 4 (80.8 t/s).

Artificial Analysis Indices
Intelligence22.6
Rank 213 of 763 measured models
Coding55.6
Rank 106 of 299 measured models
Agentic27.9
Rank 78 of 190 measured models
Capability indexes
Performance in specific industries, measured by Artificial Analysis
Finance & Accounting23.2
Rank 159 of 237 measured models
Strategy & Ops18.7
Rank 164 of 237 measured models
Legal24.6
Rank 156 of 237 measured models
Healthcare & Medical19.6
Rank 144 of 185 measured models
Engineering25.2
Rank 147 of 236 measured models
Economics33.9
Rank 135 of 244 measured models
Standard Benchmarks
HLE22.6%
Rank 215 of 681 measured models
SciCode42.4%
Rank 174 of 248 measured models
AA-LCR73.7%
Rank 188 of 592 measured models
Terminal-Bench 2.162.5%
Rank 94 of 245 measured models
Terminal-Bench 4.00.0%
Rank 166 of 236 measured models
τ-Bench Banking38.6%
Rank 38 of 211 measured models
Models at a similar level
The closest models on the Intelligence Index, one configuration per family.

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