Leaderboard

Ling 3.1 Flash

inclusionai/ling-3.1-flash

Hostedinclusionai112 tok/sopenrouterserved by Novita256K context
Run recordCompare
Overall score
45

70 of 153 test cases fully passed

Scores by task

Scores give partial credit. Passed counts fully correct answers only. Select a task to read its test cases.

  1. 41Agents5 of 21 passedp90 latency 1m 26s
  2. 71Structured Extraction15 of 21 passedp90 latency 1m 54s
  3. 24Coding5 of 21 passedp90 latency 2m 4s
  4. 52Grounded Answers11 of 21 passedp90 latency 1m 47s
  5. 76Instruction Following16 of 21 passedp90 latency 3m 23s
  6. 38Business Logic8 of 21 passedp90 latency 1m 55s
  7. 54Security & permissions10 of 21 passedp90 latency 1m 56s
  8. 0Diagnosis & investigation0 of 6 passedp90 latency 1m 2s

What it built

What it wrote for showcase prompts, running live in your browser.

Run it yourself

The API call the benchmark made, and the settings behind this score.

Deployment
Hosted
API
OpenRouter
Serving provider
Novita
Precision
Provider default
Context window
256K
Throughput
112 tok/s
Cost of a suite run
Not measured
Cost per case
Not measured
Time per case
1m 16s
Measured
2026-10-04
Run this buildOpenRouterHosted
curl https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"inclusionai/ling-3.1-flash","provider":{"order":["novita"],"allow_fallbacks":false},"messages":[{"role":"user","content":"Hello"}]}'

The request the benchmark sent, pinned to the provider that served it.

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