Touchstone

Model Showcase

Every model on the board as a card — hover to tilt, click to flip for full stats. 26 models.

26 models · hover to tilt · click to flip
100%
phi-4
5/10
solved
php
top domain
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phi-4
·
Overall
100%
Speed
Avg steps
Benches
10
Total time
Cost / run
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97%
claude-sonnet-4.6
cloud
46/48
solved
gate
top domain
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claude-sonnet-4.6
·
Overall
97%
Speed
24 tok/s
Avg steps
1.7
Benches
48
Total time
3 min
Cost / run
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Qwen3
Alibaba
97%
qwen3.6-35b-a3b
35B-A3B
Serving studycloud
46/48
solved
gate
top domain
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qwen3.6-35b-a3b
Qwen3 · Alibaba
Overall
97%
Speed
97 tok/s
Avg steps
1.7
Benches
48
Total time
6 min
Cost / run
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Qwen3
Alibaba
96%
qwen3.6-27b
85/90
solved
gate
top domain
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qwen3.6-27b
Qwen3 · Alibaba
Overall
96%
Speed
8 tok/s
Avg steps
1.5
Benches
90
Total time
29 min
Cost / run
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Granite
IBM
96%
granite-4.1-30b
30B
Candidate
47/50
solved
gate
top domain
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granite-4.1-30b
Granite · IBM
Overall
96%
Speed
7 tok/s
Avg steps
1.6
Benches
50
Total time
5 min
Cost / run
$0.000
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gpt-oss
OpenAI
96%
gpt-oss-20b
20B
Light/fast
73/100
solved
coding
top domain
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gpt-oss-20b
gpt-oss · OpenAI
Overall
96%
Speed
72 tok/s
Avg steps
1.4
Benches
100
Total time
2 min
Cost / run
$0.000
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Qwen3
Alibaba
95%
qwen3.6-35b-a3b
35B-A3B
Quant study
46/48
solved
gate
top domain
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qwen3.6-35b-a3b
Qwen3 · Alibaba
Overall
95%
Speed
33 tok/s
Avg steps
1.7
Benches
48
Total time
18 min
Cost / run
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Llama
Meta
94%
llama-3.3-70b
39/53
solved
coding
top domain
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llama-3.3-70b
Llama · Meta
Overall
94%
Speed
3 tok/s
Avg steps
1.6
Benches
53
Total time
14 min
Cost / run
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gpt-oss
OpenAI
92%
gpt-oss-120b
45/48
solved
gate
top domain
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gpt-oss-120b
gpt-oss · OpenAI
Overall
92%
Speed
47 tok/s
Avg steps
1.4
Benches
48
Total time
1 min
Cost / run
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90%
Qwen3-235B-A22B (cluster)
235B-A22B
retiredcluster
17/20
solved
php
top domain
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Qwen3-235B-A22B (cluster)
·
Overall
90%
Speed
Avg steps
Benches
20
Total time
Cost / run
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89%
qwen3.5-122b-a10b-cluster
cluster
43/48
solved
gate
top domain
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qwen3.5-122b-a10b-cluster
·
Overall
89%
Speed
16 tok/s
Avg steps
1.7
Benches
48
Total time
40 min
Cost / run
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Qwen3
Alibaba
88%
qwen3.5-4b
4B
Edge/tiny
60/77
solved
gate
top domain
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qwen3.5-4b
Qwen3 · Alibaba
Overall
88%
Speed
43 tok/s
Avg steps
1.7
Benches
77
Total time
14 min
Cost / run
$0.000
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Qwen3
Alibaba
88%
qwen3.6-35b-a3b
35B-A3B
Primary Dev
80/122
solved
coding
top domain
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qwen3.6-35b-a3b
Qwen3 · Alibaba
Overall
88%
Speed
46 tok/s
Avg steps
22.3
Benches
122
Total time
21 min
Cost / run
$0.000
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Mistral-Small
Mistral AI
86%
mistral-small-3.1-24b-instruct-2503
24B
Reasoner
43/59
solved
gate
top domain
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mistral-small-3.1-24b-instruct-2503
Mistral-Small · Mistral AI
Overall
86%
Speed
8 tok/s
Avg steps
1.7
Benches
59
Total time
4 min
Cost / run
$0.000
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Gemma
Google
82%
gemma-4-26b-a4b-it
26B-A4B
CTO candidate
72/109
solved
coding
top domain
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gemma-4-26b-a4b-it
Gemma · Google
Overall
82%
Speed
22 tok/s
Avg steps
1.5
Benches
109
Total time
5 min
Cost / run
$0.000
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Qwen3-Next
Alibaba
82%
qwen3-next-80b
80B-A3B
Heavyweight (MoE)
53/79
solved
coding
top domain
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qwen3-next-80b
Qwen3-Next · Alibaba
Overall
82%
Speed
34 tok/s
Avg steps
1.6
Benches
79
Total time
1 min
Cost / run
$0.000
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Devstral
Mistral AI
81%
devstral-small-2-2512
24B
Coding specialist
43/62
solved
gate
top domain
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devstral-small-2-2512
Devstral · Mistral AI
Overall
81%
Speed
8 tok/s
Avg steps
1.7
Benches
62
Total time
4 min
Cost / run
$0.000
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80%
deepseek-r1-32b
4/10
solved
php
top domain
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deepseek-r1-32b
·
Overall
80%
Speed
Avg steps
Benches
10
Total time
Cost / run
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Granite
IBM
77%
granite-4.1-8b
38/59
solved
gate
top domain
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granite-4.1-8b
Granite · IBM
Overall
77%
Speed
21 tok/s
Avg steps
1.7
Benches
59
Total time
1 min
Cost / run
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Qwen3-Coder
Alibaba
75%
qwen3-coder-30b
30B-A3B
Coding specialist
50/93
solved
gate
top domain
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qwen3-coder-30b
Qwen3-Coder · Alibaba
Overall
75%
Speed
31 tok/s
Avg steps
1.6
Benches
93
Total time
1 min
Cost / run
$0.000
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74%
gemini-2.5-flash-lite
cloud
36/48
solved
gate
top domain
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gemini-2.5-flash-lite
·
Overall
74%
Speed
26 tok/s
Avg steps
1.6
Benches
48
Total time
2 min
Cost / run
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DeepSeek-R1
DeepSeek
53%
deepseek-r1-distill-qwen-32b
27/48
solved
coding
top domain
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deepseek-r1-distill-qwen-32b
DeepSeek-R1 · DeepSeek
Overall
53%
Speed
5 tok/s
Avg steps
1.2
Benches
48
Total time
49 min
Cost / run
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Qwen3
Alibaba
53%
qwen3.5-2b
31/54
solved
agentic
top domain
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qwen3.5-2b
Qwen3 · Alibaba
Overall
53%
Speed
69 tok/s
Avg steps
2.0
Benches
54
Total time
1 min
Cost / run
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Phi
Microsoft
40%
phi-4-reasoning-plus
19/48
solved
coding
top domain
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phi-4-reasoning-plus
Phi · Microsoft
Overall
40%
Speed
14 tok/s
Avg steps
2.3
Benches
48
Total time
88 min
Cost / run
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Qwen3
Alibaba
29%
qwen3.5-0.8b
20/54
solved
agentic
top domain
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qwen3.5-0.8b
Qwen3 · Alibaba
Overall
29%
Speed
85 tok/s
Avg steps
2.3
Benches
54
Total time
1 min
Cost / run
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18%
hermes-4.3-36b
4/22
solved
supportflow
top domain
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hermes-4.3-36b
·
Overall
18%
Speed
Avg steps
Benches
22
Total time
Cost / run
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