InclusionAI
availableShows if the model has enough results for an index.Ling 3.0 Flash FP8
Ling 3.0 Flash FP8 is a reasoning model from InclusionAI in the Ling 3.0 family. 12 benchmarks count toward its score, in 5 categories.
IndexOverall score out of 100.51.0 ±7.2
CoverageShare of the index weight with results.75%
SpeedOutput tokens per second.—
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 100Results
12 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. |
|---|---|---|---|---|---|---|
| Artificial Analysis GPQA Diamond | Knowledge | 85.5% | 56.2 | — | — | Artificial Analysis |
| Graduate-Level Google-Proof Q&A | Knowledge | 84.0% | 55.8 | — | — | David Rein et al. |
| GPQA Diamond | Knowledge | 84.0% | 55.8 | — | — | David Rein et al. |
| Instruction Following Benchmark | Instruction | 73.4% | 51.5 | — | — | Benchmark authors |
| Artificial Analysis Long Context Reasoning | Reasoning | 73.0% | 58.7 | — | — | Artificial Analysis |
| Artificial Analysis Coding Index | Coding | 50.6% | 54.7 | — | — | Artificial Analysis |
| Artificial Analysis SciCode | Coding | 42.0% | 51.2 | — | — | Artificial Analysis |
| Scientific Code Benchmark | Coding | 40.4% | 50.3 | — | — | Benchmark authors |
| Artificial Analysis Intelligence Index | Knowledge | 24.9% | 53.6 | — | — | Artificial Analysis |
| Artificial Analysis Humanity's Last Exam | Knowledge | 23.7% | 50.3 | — | — | Artificial Analysis |
| Artificial Analysis Agentic Index | Agentic | 21.0% | 54.3 | — | — | Artificial Analysis |
| Artificial Analysis Omniscience Accuracy | Knowledge | 18.2% | 36.4 | — | — | Artificial Analysis |
| Critical Physics Tasks | Reasoning | 1.7% | 41.9 | — | — | Artificial Analysis |
12 benchmarks count, from 13 of 13 results. A grey row does not count. Too few models took that benchmark.