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#271

Ling-2.6-flash

Inclusionai Release: 2026-04-21 Tested on: 2026-08-14 03:06 inclusionai/ling-2.6-flash::none
104B total (7.4B active)MoEOpen source

Summary

Ling-2.6-flash scores 4.9 on AI BENCHY and ranks #271. It has 9.6 reliability, a 30.3% pass rate, $0.002 total cost, and 10.71s average response time.

What makes Ling-2.6-flash unique: It stands out most in Coding, where it ranks #3, while Puzzle Solving is its weakest area at #14.

Identity note

Elephant Alpha was the stealth version of Ling-2.6-flash.

Model facts

Researched on 2026-08-12

Reported
Parameters
104B total (7.4B active)
Architecture
MoE
Availability
Open source
License
MIT

Score

4.9

Consistency

9.3

Total Cost (Current Price)

$0.002 ↑ +14.6%

Tested at: $0.002

Total Output Tokens

14,903

Total Input Tokens

114,384

Input Price

$0.010 / 1M

Output Price

$0.030 / 1M

Tests Correct

Wrong Tests: 16

Attempt pass rate: 30.3%

Flaky tests

2

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

10.71s

Response Time (max): 36.03s

Response Time (total): 214.28s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#271 Ling-2.6-flash

none
Ling-2.6-flash is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ling-2.6-flash
Cost
$0.000
Time
0.0s
Tokens
0 tok

Run history

Tested on Score Reliability Tests Correct Total Cost Compare
2026-08-14 03:06 Re-test 4.9 9.6 $0.002 Current run
2026-07-16 23:16 New test added 4.9 10.0 $0.002 Compare
2026-06-04 14:30 New test added 5.0 10.0 $0.001 Compare
2026-05-22 00:42 Suite changed 5.3 10.0 $0.001 Compare
2026-05-08 15:30 Suite changed 5.3 10.0 $0.001 Compare
2026-04-22 12:55 First recorded run 5.4 N/A $0.000 Compare

This run used a different benchmark suite. Keep suite changes in mind when reading historical movement.

Run comparison

RunBenchmark coverageScoreConsistencyReliabilityTests CorrectFlaky testsTotal Output TokensTotal Input TokensTotal CostResponse Time (avg)
2026-08-14 03:06 · Current run66/66 attempts4.99.39.66/22214,903114,384$0.00210.71s
2026-04-22 12:55 · First recorded run52/54 attempts5.49.5N/A6/1813,3380$0.00011.33s
Difference-0.5-0.20+1+11565+114384+$0.002-613ms

Benchmark coverage differs: 66/66 attempts (Target: 3 repeats per test) versus 52/54 attempts (Target: 3 repeats per test). Totals and repeat-sensitive metrics are not directly comparable.

These two runs used different benchmark suites, so the deltas reflect both model changes and suite changes.

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-08-14 12:51 $0.010 / 1M $0.030 / 1M

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 6.8 8.1
Coding 5.3 10.0
Combined 3.0 10.0
Data parsing and extraction 6.5 10.0
Domain specific 3.0 10.0
General Intelligence 4.0 10.0
Instructions following 9.8 10.0
Puzzle Solving 2.9 7.2
Tool Calling 3.0 10.0
Trivia 3.0 10.0

Compared models