priorsBuilder
Support

Settings

Theme

Explore themes

Mode

Library

Looks borrowed from benchmark sites and products. Themes with a light and a dark version follow your mode.

Bring your own theme

Upload a Priors theme file, or have your agent make one: copy the prompt, tell it the look you want, and upload what it returns. With the Priors skill installed it already knows the format.

Custom themes stay in this browser. They travel inside shared chart links and a page's theme, so others see them as you do.

For the builder, Explore and model pages on this device. Published pages keep the theme their owner picked.

Mode

Ant Group · released 2026-08-04

Ling 3.0 Flash

Measured on 48 benchmarks.

9.4

#81 of 98 models

includes estimates: 45% of the mix is measured for this model

Strengths

  • Ling 3.0 Flash
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%2.2% est.#79 of 98
  2. Terminal-Bench v4-AA10%0.0%#79 of 98
  3. AA-Briefcase v1.115%798#79 of 98
  4. AutomationBench-AA5%3.2%#82 of 98
  5. Terminal-Bench-Science-AA15%0.0% est.#72 of 98
  6. HLE-Diamond10%7.2%#81 of 98
  7. CritPt v2 Hard Subset10%9.9% est.#74 of 98
  8. AA-Omniscience v1.1 Accuracy10%22.6% est.#73 of 98
  9. AA-Omniscience v1.1 Non-hallucination5%48.2% est.#53 of 98
  10. GDP.pdf5%5.4%#75 of 98

Bars show where Ling 3.0 Flash sits among the 98 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 98 ranked models

Output speed

#9 fastest of 79

199 tok/s

Time to first token

#27 quickest of 79

2.5s

Token price

$0.018 per 1M tokens at API prices

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

Not measured for Ling 3.0 Flash: cost per task, time per task, output tokens per task (no published API price yet).

This ranking’s benchmarks

5 of 10 measured

agentic

AutomationBench-AA

245 results
  1. #193default of 2453.2%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #176default of 250798

Leader: Sonnet 5.5 · 1813

economics

GDP.pdf

243 results
  1. #180default of 2435.4%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

153 results
  1. #117default of 1537.2%

Leader: Gemini 4 Carbon · 69.1%

coding

Terminal-Bench v4-AA

241 results
  1. #238default of 2410.0%

Leader: Kimi K3.1 · 67.2%

All 48 benchmarks

show 43 more