qwen3-next-80b

activeHeavyweight (MoE)

Vendor: AlibabaParams: 80B-A3BActive: 3BQuant: Q8Context: 128kLicense: Apache-2.0Type: local

Capability starfish

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

Overall

mean domain rate

Solved

53/79

latest per bench

Gauntlet time

~1s/bench

Speed

34.3

tok/s

Steps/bench

1.6

decisiveness

$ / run

$0.0003

OpenRouter-equiv

Overall rank

#16 of 26

Supportflow

#3 of 5

Agentic

#14 of 22

Coding

#6 of 22

Speed (tok/s)

#8 of 22

Decisive

#9 of 22

Cheapest

#5 of 9

Strongest

Coding · 100%

Weakest

SupportFlow · 20%

Where it fits · live, recomputed from current results

#16 of 26 overall; strongest on Coding (100%); weakest on SupportFlow (20%); #3/5 on the supportflow gauntlet; #8/22 for speed (34.3 tok/s); #5/9 cheapest ($0.0003/run). (auto-generated from current results)

curator note: Big MoE (3B active). Loads clean on one GX10 at ~85GB / 122GB with 64k ctx (verified 2026-07-02). The earlier hang was concurrent double-load, not this model. Strong local-board contender.

moe80b

Verdict history · snapshotted daily when it changes

2026-07-09#16 of 26 overall; strongest on Coding (100%); weakest on SupportFlow (20%); #3/5 on the supportflow gauntlet; #8/22 for speed (34.3 tok/s); #5/9 cheapest ($0.0003/run). (auto-generated from current results)

2026-07-08#8 of 26 overall; strongest on Coding (100%); weakest on Agentic (86%); #8/22 for speed (34.3 tok/s); #5/9 cheapest ($0.0003/run). (auto-generated from current results)

2026-07-07#12 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (22%); #15/25 on the supportflow gauntlet; #12/26 for speed (30.3 tok/s); #6/9 cheapest ($0.0105/run). (auto-generated from current results)

2026-07-06#11 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (24%); #14/24 on the supportflow gauntlet; #12/26 for speed (30.3 tok/s); #6/9 cheapest ($0.0105/run). (auto-generated from current results)

2026-07-05#11 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (24%); #15/23 on the supportflow gauntlet; #12/26 for speed (30.3 tok/s); #6/9 cheapest ($0.0105/run). (auto-generated from current results)

2026-07-04#11 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (24%); #14/23 on the supportflow gauntlet; #12/26 for speed (30.3 tok/s); #6/9 cheapest ($0.0105/run). (auto-generated from current results)

2026-07-03#12 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (24%); #13/22 on the supportflow gauntlet; #12/26 for speed (30.3 tok/s); #7/9 cheapest ($0.0105/run). (auto-generated from current results)

2026-07-02#12 of 30 overall; strongest on Coding (100%); weakest on SupportFlow (14%); #17/26 on the supportflow gauntlet; #14/29 for speed (29.8 tok/s); #2/9 cheapest ($0.0022/run). (auto-generated from current results)

2026-07-01#9 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (16%); #14/23 on the supportflow gauntlet; #13/27 for speed (28.9 tok/s); #7/9 cheapest ($0.0123/run). (auto-generated from current results)

2026-06-30#9 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (16%); #13/21 on the supportflow gauntlet; #13/27 for speed (28.9 tok/s); #7/9 cheapest ($0.0123/run). (auto-generated from current results)

2026-06-29#8 of 28 overall; strongest on Coding (100%); weakest on SupportFlow (16%); #13/21 on the supportflow gauntlet; #13/27 for speed (28.9 tok/s); #7/9 cheapest ($0.0123/run). (auto-generated from current results)

Domain breakdown

Gate

93%

13/14

Coding

100%

6/6

Agentic

86%

12/14

SupportFlow

20%

3/15

93%

14/15

PHP

100%

5/5

Benches run

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

Gate (14)

Coding (6)

Agentic (14)

SupportFlow (15)

C# (15)

PHP (5)

SWE (10)

History (monthly pass-rate)

2026-06

85%

200/236

2026-07

100%

126/126

Availability record

When this model appeared in our catalogue census.

2026-06-25 · openrouter2026-06-25 · openrouter2026-06-25 · openrouter