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./stacks · catalog / pairings
snapshot: data Nov 6, 2026
Stacks and pairings
An agent+model pairing - not a model on its own: Claude Code with Opus 4.8 has different pricing, speed, and quality than the same Claude Code with Fable 5. Below - 42 pairings with task prices and times based on AA Coding Agent Index, Terminal-Bench 2.1, and DeepSWE.
- 42
- pairings
- agent + model, current config
- 61.7
- best AA Index
- Claude Code · Opus 5.5 · max*
catalog · 42 pairings
Each card is a pairing component: click takes you to the tool or model
Claude Code
Opus 5.5 · max*
61.7
AA Index
$11.42
Price/task
61.020203550360165 min
Time/task
61.7
AA Index
64.9
T-Bench
Devin Fusion CLI
Claude Opus 5.5 max + GPT-6 Luna · high
61.5
AA Index
$8.00
Price/task
51.118019917092006 min
Time/task
Antigravity CLI
Gemini 4 Carbon · high
59.4
AA Index
$7.74
Price/task
29.831611785718668 min
Time/task
Claude Code
Sonnet 5.5 · max*
59.3
AA Index
$13.30
Price/task
79.744021687629 min
Time/task
59.3
AA Index
61.8
T-Bench
Muse Code
Muse Wonder Full · max
58.9
AA Index
34.938068428605 min
Time/task
Devin Fusion CLI
Claude Fable 5.1 xhigh + SWE-2 · medium
58.7
AA Index
$8.20
Price/task
37.561140542033165 min
Time/task
Claude Code
Fable 5.1 · max*
57.6
AA Index
$11.53
Price/task
35.2591898174215 min
Time/task
57.6
AA Index
57.9
T-Bench
Codex
GPT-6 Astra · max
54.7
AA Index
$7.04
Price/task
24.778124659842167 min
Time/task
54.7
AA Index
58.2
T-Bench
73%
DeepSWE
Codex
GPT-6.1 Sol · max
54.1
AA Index
$1.50
Price/task
23.69048088693383 min
Time/task
54.1
AA Index
58.2
T-Bench
Antigravity CLI
Gemini 4 Argon · high
53.2
AA Index
$11.73
Price/task
34.689929108803 min
Time/task
Devin Fusion CLI
GPT-6 Astra xhigh + SWE-2 · medium
53.1
AA Index
$4.34
Price/task
21.172462012001667 min
Time/task
Muse Code
Muse Wonder · max
52
AA Index
$8.05
Price/task
24.541807091361665 min
Time/task
OpenCode
GLM-5.3 · max
48.9
AA Index
$5.23
Price/task
56.16159292145467 min
Time/task
Codex
GPT-6.1 Terra · xhigh
48.2
AA Index
$0.69
Price/task
16.3618991845516 min
Time/task
Codex
DeepSeek V4.1 Flash · max
47.3
AA Index
$0.39
Price/task
38.06578132705183 min
Time/task
Grok Build
Grok 4.7 · xhigh
46.6
AA Index
$9.48
Price/task
35.76759609333484 min
Time/task
46.6
AA Index
37.6
T-Bench
DeepSeek Harness
DeepSeek V4.1 Flash 1017 · max
46.3
AA Index
$0.30
Price/task
21.415673500090502 min
Time/task
Muse Code
Muse Spark 1.3 · max
45.7
AA Index
$3.91
Price/task
23.308304494877 min
Time/task
45.7
AA Index
14.6
T-Bench
Claude Code
Step 5 Preview
43.1
AA Index
$1.84
Price/task
61.085623463524165 min
Time/task
Kimi Code CLI
Kimi K3 · max
41.4
AA Index
$5.17
Price/task
62.878896557564836 min
Time/task
41.4
AA Index
69%
DeepSWE
Claude Code
Qwen3.8 · max
39.2
AA Index
$3.80
Price/task
76.14022534520834 min
Time/task
Claude Code
Haiku 5.5 · max
37.3
AA Index
$2.67
Price/task
70.93207959175984 min
Time/task
Codex
GPT-6 Luna · max
31.1
AA Index
$0.16
Price/task
21.263248269867166 min
Time/task
31.1
AA Index
16.4
T-Bench
Muse Code
Muse Spark Open · xhigh
26.3
AA Index
$3.54
Price/task
25.981105413761334 min
Time/task
Claude Code
Opus 4.8 · max
23.6
T-Bench
23.6
T-Bench
59%
DeepSWE
Codex
GPT-5.5 · xhigh
67%
DeepSWE
Claude Code
Opus 5 · xhigh
51.8
T-Bench
51.8
T-Bench
74%
DeepSWE
Claude Code
Fable 5 · max*
44.6
T-Bench
44.6
T-Bench
70%
DeepSWE
Claude Code
GLM-5.3
41.8
T-Bench
41.8
T-Bench
69%
DeepSWE
Codex
GPT-5.6 Sol · max
37.3
T-Bench
37.3
T-Bench
73%
DeepSWE
Codex
GPT-5.6 Terra · max
21.5
T-Bench
21.5
T-Bench
70%
DeepSWE
Grok Build
Grok 4.6 · high
20.3
T-Bench
20.3
T-Bench
65%
DeepSWE
Codex
GPT-5.6 Luna · max
17.3
T-Bench
17.3
T-Bench
67%
DeepSWE
Claude Code
Sonnet 5 · max
12.4
T-Bench
12.4
T-Bench
54%
DeepSWE
Grok Build
Grok 4.5 · high
12.4
T-Bench
12.4
T-Bench
54%
DeepSWE
Claude Code
Opus 5 · max
74%
DeepSWE
OpenCode
Gemini 3.8 Flash · high
74%
DeepSWE
Grok Build
Grok 4.6 · xhigh
67%
DeepSWE
Claude Code
DeepSeek V4 Pro · high
63%
DeepSWE
Claude Code
GLM-5.2
44%
DeepSWE
Claude Code
Opus 4.8 · medium
49%
DeepSWE
Codex
GPT-5.5 · medium
54%
DeepSWE
AA Coding Agent Index · artificialanalysis.ai · captured Nov 6, 2026 · 24 pairs
DeepSWE v1.1 · deepswe.datacurve.ai · captured Sep 22, 2026 · 20 pairs
Terminal-Bench 4.0 · tbench.ai · captured Nov 6, 2026 · 18 pairs
