Touchstone
← Models

qwen3.6-35b-a3b

in-prodPrimary Dev
Vendor: AlibabaParams: 35B-A3BActive: 3BQuant: Q8Context: 128kLicense: Apache-2.0Type: local
Capability starfish
green = capability (pass-rate) · blue = operational (vs roster) · dashed = roster average
Gate14/14Coding24/24Agentic14/14SupportFlow6/22C#15/15PHP5/5Speed46.0 tok/sDecisive22.3 steps/benchCost-eff$0.0003/run0
88%
Overall
mean domain rate
Solved
80/122
latest per bench
Gauntlet time
21m
~27s/bench
Speed
46
tok/s
Steps/bench
22.3
decisiveness
$ / run
$0.0003
OpenRouter-equiv
Overall rank
#13 of 26
Supportflow
#2 of 5
Agentic
#5 of 22
Coding
#7 of 22
Speed (tok/s)
#6 of 22
Decisive
#22 of 22
Cheapest
#7 of 9
Strongest
Gate · 100%
Weakest
SupportFlow · 27%
Where it fits · live, recomputed from current results

#13 of 26 overall; strongest on Gate (100%); weakest on SupportFlow (27%); #2/5 on the supportflow gauntlet; #6/22 for speed (46.0 tok/s); #7/9 cheapest ($0.0003/run). (auto-generated from current results)

curator note: Our workhorse. Strongest local agentic coder on the gauntlet and the default harness model. MoE keeps it fast for its weight class. Sits in the Dev seat in PaperclipForge; the bar every other local model is measured against.

moeagenticcodingprimary
Verdict history · snapshotted daily when it changes
2026-07-09#13 of 26 overall; strongest on Gate (100%); weakest on SupportFlow (27%); #2/5 on the supportflow gauntlet; #6/22 for speed (46.0 tok/s); #7/9 cheapest ($0.0003/run). (auto-generated from current results)
2026-07-08#14 of 26 overall; strongest on Gate (100%); weakest on SupportFlow (27%); #2/4 on the supportflow gauntlet; #6/22 for speed (46.0 tok/s); #7/9 cheapest ($0.0003/run). (auto-generated from current results)
2026-07-07#6 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (44%); #7/25 on the supportflow gauntlet; #7/26 for speed (42.2 tok/s); #8/9 cheapest ($0.0204/run). (auto-generated from current results)
2026-07-06#5 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (55%); #5/24 on the supportflow gauntlet; #7/26 for speed (41.9 tok/s); #8/9 cheapest ($0.0184/run). (auto-generated from current results)
2026-07-04#4 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (55%); #5/23 on the supportflow gauntlet; #7/26 for speed (41.9 tok/s); #8/9 cheapest ($0.0184/run). (auto-generated from current results)
2026-07-03#3 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (64%); #5/22 on the supportflow gauntlet; #7/26 for speed (41.1 tok/s); #8/9 cheapest ($0.0187/run). (auto-generated from current results)
2026-07-02#1 of 30 overall; strongest on Gate (100%); weakest on SupportFlow (64%); #4/26 on the supportflow gauntlet; #6/29 for speed (42.2 tok/s); #8/9 cheapest ($0.0184/run). (auto-generated from current results)
2026-07-01#1 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (64%); #2/23 on the supportflow gauntlet; #7/27 for speed (42.2 tok/s); #8/9 cheapest ($0.0184/run). (auto-generated from current results)
2026-06-29#1 of 28 overall; strongest on Gate (100%); weakest on SupportFlow (64%); #2/21 on the supportflow gauntlet; #7/27 for speed (42.2 tok/s); #8/9 cheapest ($0.0184/run). (auto-generated from current results)
Domain breakdown
Gate
100%
14/14
Coding
100%
24/24
Agentic
100%
14/14
SupportFlow
27%
6/22
C#
100%
15/15
PHP
100%
5/5
Benches run
green = passed · red = failed · hover for harness & time
Gate (14)
Coding (24)
Agentic (14)
SupportFlow (22)
C# (15)
PHP (5)
SWE (28)
History (monthly pass-rate)
2026-06
95%
432/454
2026-07
100%
142/142
Availability record
When this model appeared in our catalogue census.
2026-06-25 · openrouter