Model
glm-5.3
glm-5.3 is strongest with claude_code, 9th overall.
Best overall rank9th
Best partner
claude_code
claude_codeStrongest inData analysis
First places7 tasks
Pairings evaluated3 of 5 harnesses
Time and cost, best pairingTime965sCost$0.6502
Who glm-5.3 works best with
Valid evaluations covered 3 of 5 harnesses. The other 2 have not been evaluated yet.
- claude_code1060#9
codex992#22
opencode975#24- kkimi_cli—Not evaluated
deepseek_harness—Not evaluated
Places across 24 tasks
- 71st
- 02nd
- 23rd
- 24th
- 15th
- 126th and below
Most often 6th and below, in 12 tasks.
Rank in each kind of work
Each row is a kind of work and each dot is one pairing's place in it; further left is better. Hover a dot for its name and place, or pick a name below to follow one pairing.
Where it places in each task
The number in each cell is a place: where that pairing ranked in that task, 1 being best, so 3 means 3rd. Hover a number to see how many pairings were ranked there. A dash means the pairing was not run on that task.
| Task | claude_code | codex | opencode |
|---|---|---|---|
| Academic research | 9 | 33 | 23 |
| IT management | 36 | 1 | 37 |
1st2nd3rd4th5th6th and below