qwen3.5-122b-a10b-cluster

Capability starfish

green = capability (pass-rate) · blue = operational (vs roster) · dashed = roster average

Overall

mean domain rate

Solved

43/48

latest per bench

Gauntlet time

40m

~86s/bench

Speed

16.3

tok/s

Steps/bench

1.7

decisiveness

$ / run

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OpenRouter-equiv

Overall rank

#11 of 26

Agentic

#6 of 22

Coding

#15 of 22

Speed (tok/s)

#15 of 22

Decisive

#16 of 22

Strongest

Gate · 100%

Weakest

C# · 80%

Where it fits · live, recomputed from current results

#11 of 26 overall; strongest on Gate (100%); weakest on C# (80%); #15/22 for speed (16.3 tok/s). (auto-generated from current results)

Verdict history · snapshotted daily when it changes

2026-07-09#11 of 26 overall; strongest on Gate (100%); weakest on C# (80%); #15/22 for speed (16.3 tok/s). (auto-generated from current results)

2026-07-08#12 of 26 overall; strongest on Gate (100%); weakest on C# (80%); #15/22 for speed (16.3 tok/s). (auto-generated from current results)

2026-07-07#9 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (76%); #3/25 on the supportflow gauntlet; #18/26 for speed (13.6 tok/s). (auto-generated from current results)

2026-07-06#9 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (76%); #3/24 on the supportflow gauntlet; #17/26 for speed (13.6 tok/s). (auto-generated from current results)

2026-07-05#9 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (76%); #3/23 on the supportflow gauntlet; #17/26 for speed (13.6 tok/s). (auto-generated from current results)

2026-07-04#8 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (76%); #3/23 on the supportflow gauntlet; #17/26 for speed (13.6 tok/s). (auto-generated from current results)

2026-07-03#9 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (76%); #3/22 on the supportflow gauntlet; #17/26 for speed (13.6 tok/s). (auto-generated from current results)

2026-07-02#7 of 30 overall; strongest on Gate (100%); weakest on SupportFlow (57%); #5/26 on the supportflow gauntlet; #18/29 for speed (13.6 tok/s). (auto-generated from current results)

2026-07-01#5 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (57%); #5/23 on the supportflow gauntlet; #16/27 for speed (13.6 tok/s). (auto-generated from current results)

2026-06-30#5 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (42%); #6/21 on the supportflow gauntlet; #16/27 for speed (14.7 tok/s). (auto-generated from current results)

2026-06-29#19 of 28 overall; strongest on SupportFlow (42%); weakest on SupportFlow (42%); #6/21 on the supportflow gauntlet; #18/27 for speed (12.8 tok/s). (auto-generated from current results)

Domain breakdown

Gate

100%

11/11

Coding

83%

5/6

Agentic

100%

11/11

80%

12/15

PHP

80%

4/5

Benches run

green = passed · red = failed · hover for harness & time

Gate (11)

Coding (6)

Agentic (11)

C# (15)

PHP (5)

History (monthly pass-rate)

2026-06

98%

124/127

Availability record

When this model appeared in our catalogue census.

No census snapshots recorded yet.