Ling 2.6 Flash

Ling 2.6 Flash is a non-reasoning model from InclusionAI in the Ling 2.6 family. 13 benchmarks count toward its score, in 5 categories.

availableShows if the model has enough results for an index.
IndexOverall score out of 100.37.4 ±7.0
CoverageShare of the index weight with results.75%
SpeedOutput tokens per second.104/s
Input / 1MUS dollars per 1M input tokens.N/A
Output / 1MUS dollars per 1M output tokens.N/A
ContextMaximum tokens in one request.262K
EloLMArena rating and rank.N/A

The index is a score out of 100. The ± range shows how much it can change.

CapabilitiesScore per category, out of 100.

Out of 100
AgenticMulti-step tasks with tools.
48.0
CodingCode writing and repair.
36.4
ReasoningLogic problems and puzzles.
34.1
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
33.3
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
39.9
MathMath problems.
N/A

Results

13 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result as a score out of 100.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
τ²-Bench Tool-Agent-User EvaluationAgentic86.0%60.5Victor Barres et al.
Artificial Analysis GPQA DiamondKnowledge59.3%29.3Artificial Analysis
Graduate-Level Google-Proof Q&AKnowledge59.0%32.7David Rein et al.
Artificial Analysis IFBenchInstruction57.4%47.3Artificial Analysis
Instruction Following BenchmarkInstruction57.0%32.4Benchmark authors
Artificial Analysis Long Context ReasoningReasoning31.3%29.9Artificial Analysis
Scientific Code BenchmarkCoding27.0%36.1Benchmark authors
Artificial Analysis Coding IndexCoding25.3%36.8Artificial Analysis
Artificial Analysis Omniscience AccuracyKnowledge15.6%33.2Artificial Analysis
Artificial Analysis Intelligence IndexKnowledge14.1%40.0Artificial Analysis
Artificial Analysis Humanity's Last ExamKnowledge6.3%31.4Artificial Analysis
GDPval-AA normalizedAgentic0.0%35.6Artificial Analysis
Critical Physics TasksReasoning0.0%38.4Artificial Analysis

13 benchmarks count, from 13 of 13 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authors

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