Coding Index

Evaluates models' ability to solve programming problems, including those requiring scientific and research domain knowledge.

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Price vs Coding Performance

EUGlobal
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69 selected of 69 chartable models. Axes stay fixed for comparison.
111 models
#
1
Claude Fable 5.1RGlobal
Anthropic-
81.6
$20.001M
2
Claude Opus 5RGlobal
Anthropic-
78
$10.001M
3
GPT-5.6 SolRGlobal
OpenAI-
77.4
$8.001.05M
4
GPT-6 AstraRGlobal
OpenAI-
76.9
$20.001.05M
5
Grok 4.6RGlobal
xAI-
76.8
$3.00500k
6
GPT-5.6 TerraRGlobal
OpenAI-
76.7
$4.501.05M
7
Claude Fable 5RGlobal
Anthropic-
76.5
$20.001M
8
Gemini 3.8 FlashRGlobal
Google-
76.3
$1.501M
9
Qwen3.8 MaxRGlobal
Alibaba-
76.2
$3.001M
10
Kimi K3RGlobal
Kimi-
76.2
$6.00128k
11
Muse Spark 1.3RGlobal
Meta-
75.8
$2.00128k
12
GPT-5.5RGlobal
OpenAI-
74.9
$11.25400k
13
GLM-5.3RGlobal
Z AI-
74.8
$2.151M
14
Claude Opus 4.8REU
AnthropicBedrock
74.3
$10.00200k
15
Claude Opus 4.7REU
AnthropicBedrock
73.6
$10.00200k
16
Qwen3.8 Flash NextROpenGlobal
Alibaba-
73.1
$0.231M
17
Grok 4.5RGlobal
xAI-
72.4
$3.00500k
18
Qwen3.8 2.4T A95BROpenGlobal
Alibaba-
71.9
$3.001M
19
GLM-5.3 FlashROpenGlobal
Z AI-
71.5
$0.241M
20
Claude Sonnet 5RGlobal
Anthropic-
71.5
$4.001M
21
GPT-5.6 LunaRGlobal
OpenAI-
71.4
$0.451.05M
22
GPT-5.4RGlobal
OpenAI-
71.1
$5.63400k
23
Gemini 3.5 FlashRGlobal
Google-
70.1
$3.381M
24
DeepSeek V4 FlashREU
DeepSeekTensorix
69.1
$0.19128k
25
DeepSeek V4 ProREU
DeepSeekTensorix
68.8
$2.19128k
26
GLM-5.2REU
Z AITensorix
68.8
$2.25128k
27
Gemini 3.1 ProRGlobal
Google-
68.8
$4.502M
28
Qwen3.8 27BROpenEU
AlibabaHetzner
68.1
$1.13262k
29
DeepSeek V4 Flash VisionRGlobal
DeepSeek-
65
$0.661M
30
Claude Sonnet 4.6REU
AnthropicBedrock
63
$6.00200k
31
Kimi K2.7 CodeREU
KimiTensorix
60.8
$2.06128k
32
MiniMax M3REU
MiniMaxTensorix
58.6
$0.801M
33
Muse SparkRGlobal
Meta-
58.6
$0.00128k
34
Ling 3.0 Flash VLROpenGlobal
InclusionAI-
57
$0.11262k
35
GPT-5.4 MiniRGlobal
OpenAI-
56.1
$1.69400k
36
GPT-5.4 NanoRGlobal
OpenAI-
56.1
$0.46400k
37
GLM-5.1RGlobal
Z AI-
55.8
$1.98128k
38
Ling 3.0 Flash FinROpenGlobal
InclusionAI-
55.6
$0.11262k
39
Qwen3.6 PlusRGlobal
Alibaba-
54.5
$1.13128k
40
MiniMax M2.7RGlobal
MiniMax-
52.6
$0.531M
41
Claude Sonnet 4.5REU
AnthropicBedrock
52.1
$6.00200k
42
GPT-5.1REU
OpenAIAzure
49.4
$3.44400k
43
Gemini 3.5 Flash-LiteGlobal
Google-
49.3
$0.851M
44
Qwen3.5 397BROpenGlobal
Alibaba-
48.2
$1.35128k
45
Mistral Medium 3.5Global
Mistral-
46.9
$3.00128k
46
Kimi K2.5RGlobal
Kimi-
46.8
$1.20128k
47
DeepSeek V3.2ROpenGlobal
DeepSeek-
44.2
$0.32128k
48
Claude Haiku 4.5REU
AnthropicBedrock
43.9
$2.00200k
49
Grok 4.3RGlobal
xAI-
42.2
$1.56256k
50
o1REU
OpenAIAzure
39.7
$26.25200k
51
GPT-5REU
OpenAIAzure
37.8
$3.44400k
52
Nemotron 3 SuperROpenGlobal
NVIDIA-
37.7
$0.45128k
53
Claude Sonnet 4REU
AnthropicBedrock
37.6
$0.00200k
54
Claude 3.7 SonnetREU
AnthropicBedrock
36.4
$6.00200k
55
Gemini 3.1 Flash-LiteGlobal
Google-
34.7
$0.561M
56
Gemini 2.5 ProREU
GoogleGoogle Cloud
33.3
$3.441M
57
GPT-OSS 120BOpenEU
OpenAINebius
30.4
$0.26128k
58
Mistral Small 4ROpenGlobal
Mistral-
26.6
$0.15128k
59
Nova 2 LiteREU
AmazonBedrock
23
$0.85300k
60
GPT-4.1 MiniEU
OpenAIAzure
20.2
$0.701M
61
Mistral Large 3OpenGlobal
Mistral-
20.1
$0.75128k
62
o3-miniREU
OpenAIAzure
16.3
$1.93200k
63
Llama 4 MaverickOpenGlobal
Meta-
16.3
$0.421M
64
GPT-5 MiniREU
OpenAIAzure
15.6
$0.69400k
65
Ministral 3 14BOpenGlobal
Mistral-
14.4
$0.20256k
66
Llama 3.3 70BOpenGlobal
Meta-
11.9
$0.71128k
67
GPT-4o MiniEU
OpenAIAzure
11.4
$0.26128k
68
GPT-4.1 NanoEU
OpenAIAzure
11.1
$0.171M
69
Ministral 3 8BOpenGlobal
Mistral-
9.7
$0.15256k
70
Ministral 3 3BOpenGlobal
Mistral-
4.8
$0.10128k
71
GPT-5 NanoREU
OpenAIAzure-$0.14400k
72
o3REU
OpenAIAzure-$3.50200k
73
o4-miniREU
OpenAIAzure-$1.93200k
74
GPT-4.1EU
OpenAIAzure-$3.501M
75
GPT-4oEU
OpenAIAzure-$4.38128k
76
Gemini 2.5 FlashREU
GoogleGoogle Cloud-$0.851M
77
Gemini 2.5 Flash-LiteEU
GoogleGoogle Cloud-$0.171M
78
Claude Opus 4.6REU
AnthropicBedrock-$10.00200k
79
Claude Opus 4.5REU
AnthropicBedrock-$10.00200k
80
MiniMax M2.1REU
MiniMaxNebius-$0.531M
81
Hermes 4 405BROpenEU
NousResearchNebius-$1.50128k
82
Hermes 4 70BROpenEU
NousResearchNebius-$0.00128k
83
Qwen3 235BROpenEU
AlibabaNebius-$2.63128k
84
Claude Sonnet 5.5RGlobal
Anthropic--$4.001M
85
Claude Opus 5.5RGlobal
Anthropic--$8.001M
86
GPT-6 SolRGlobal
OpenAI--$4.00872k
87
GPT-6 LunaRGlobal
OpenAI--$0.201M
88
Grok 4.7RGlobal
xAI--$3.00500k
89
MiMo V2.6 ProROpenGlobal
Xiaomi--$0.541M
90
MiMo V2.6 FlashROpenGlobal
Xiaomi--$0.171M
91
Step 5 PreviewRGlobal
StepFun--$1.431M
92
Gemini 3 ProRGlobal
Google--$4.502M
93
Gemini 3 FlashRGlobal
Google--$1.131M
94
GPT-5.2RGlobal
OpenAI--$4.81400k
95
GPT-5.3 CodexRGlobal
OpenAI--$4.81400k
96
Grok 4.20RGlobal
xAI--$1.56256k
97
Grok 4RGlobal
xAI--$6.00256k
98
DeepSeek V4.1 FlashROpenGlobal
DeepSeek--$0.531M
99
DeepSeek V3.2 (Non-reasoning)OpenGlobal
DeepSeek--$0.32128k
100
GLM-5RGlobal
Z AI--$1.55128k
101
MiniMax M2.5RGlobal
MiniMax--$0.531M
102
MiMo V2 ProROpenGlobal
Xiaomi--$0.00128k
103
SonarGlobal
Perplexity--$1.00Unknown
104
Sonar ProGlobal
Perplexity--$6.00Unknown
105
Sonar Reasoning ProRGlobal
Perplexity--$3.50Unknown
106
Magistral MediumRGlobal
Mistral--$2.75128k
107
Magistral SmallRGlobal
Mistral--$0.75128k
108
GPT-5.4 ProRGlobal
OpenAI--$67.50400k
109
GPT-5.5 ProRGlobal
OpenAI--$67.50400k
110
Grok 3Global
xAI--$8.00131k
111
Grok 3 MiniRGlobal
xAI--$0.35131k