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VECTOR WIREAI INTELLIGENCE
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Ling-3.0-flash vs Qwen3.6 35B A3B

InclusionAI · released

Wins 7 of 7 areas

Coding · Agents · Reasoning · Facts · Math · Long documents · Following instructions

Alibaba · released

Wins 0 of 7 areas

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Ling-3.0-flash is the stronger all-rounder.

Scores updated · 26 tests both models report · How we compare

What it costs

Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.

Ling-3.0-flash$0.07 to read · $0.22 to write$0.29Price from Artificial Analysis
Qwen3.6 35B A3B$0.38 to read · $2.25 to write$2.63Price from Alibaba's own price page

Ling-3.0-flash costs 89% less for the same work.

The biggest differences

The tests each model wins by the widest margin, up to three each. Scores are out of 100.

Where Ling-3.0-flash pulls ahead

  • Finds hard-to-locate facts by browsing the webBrowseComp+23.5points aheadLing-3.0-flash72.2Qwen3.6 35B A3B48.7
  • Customer-service tasks in a simulated bankτ-Bench V3 · Banking+17.9points aheadLing-3.0-flash27.2Qwen3.6 35B A3B9.3
  • Command-line tasks in a real terminalTerminal-Bench 2.1+10.5points aheadLing-3.0-flash55.4Qwen3.6 35B A3B44.9

Where Qwen3.6 35B A3B pulls ahead

No clear win on a test scored out of 100.

Every test, side by side

All 26 tests both models report. The winning score is in its model's colour; marks a score checked independently.

CodingLing-3.0-flash

Full coding ranking

AgentsLing-3.0-flash

Full agents ranking

ReasoningLing-3.0-flash

Full reasoning ranking

FactsLing-3.0-flash

Full facts ranking

MathLing-3.0-flash

Full math ranking

Long documentsLing-3.0-flash
  • AA-LCRLing-3.0-flash by 1.37371.7+1.3

Full long documents ranking

Following instructionsLing-3.0-flash
  • IFBenchLing-3.0-flash by 10.174.564.4+10.1

Full following instructions ranking

Other results6 tests, not counted

Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.

Questions people ask

Which is better, Ling-3.0-flash or Qwen3.6 35B A3B?

Ling-3.0-flash wins all seven areas where both have results: coding, agents, reasoning, facts, math, long documents and following instructions. Qwen3.6 35B A3B wins none.

Which is better for coding?

Ling-3.0-flash. It wins 5 of the 5 coding tests both models report; Qwen3.6 35B A3B wins none.

Which is cheaper?

Ling-3.0-flash costs $0.07 per million input tokens and $0.22 per million output tokens; Qwen3.6 35B A3B costs $0.38 and $2.25. That makes Ling-3.0-flash about 89% cheaper for the same work.

How do you compare the two?

We use the 26 benchmark tests both models have published scores on. The verdict counts the 20 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 6 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.