Ling-3.0 flash

inclusionai/ling-3.0-flash:free

openrouter1 build benchmarkedbest build inclusionai264 tok/s
best build

Scores at a glance

overall39
Tool Calling6714/27
Structured Output3710/27
RAG / Retrieval QA308/27
Context Recall8916/18
Coding113/27
Reasoning & Math329/28
Instruction Following72/28
Classification4513/29
Summarization3411/27
0255075100

0–100 per task · n/m = cases passed (scores credit partial passes) · overall = mean across tasks

best build
config
deployment

inclusionai

quantization
harness
openrouter
context
262.1K
memory
throughput
264 tok/s
cost / run
$0
provider
openrouter
run
2026-08-05
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-3.0-flash:free","messages":[{"role":"user","content":"Hello"}]}'

Hosted API — not self-hostable. This is the call the benchmark made; try it live in the Playground.

record
per-test results

Full run record

Per-test scores, full transcripts, and the reproduce recipe.

open the run record →