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Last updated: Oct 31, 2026, 10:46 AM

AI Intelligence IndexAI Models Benchmark

The most comprehensive platform for comparing and analyzing AI models.
Intelligence • Speed • Cost

719+AI Models
HourlyUpdates
CompleteComparison
60+Global Providers
Avg. Intelligence
3.88
points
Lowest Price
$0.0200
per million
Fastest Model
Celeris-1
1657 tok/s
Lowest Latency
Tiny Aya Global
0.18s
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AI Model Advisor

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Model Comparison Summary

Intelligence

Gemini 4 Carbon (High)

The smartest model at 59.4

Output Speed

Celeris-1

Fastest at 1657 tok/s

Latency

Tiny Aya Global

Lowest latency at 0.18s

Price

Gemma 4 E4B (Reasoning)

Cheapest at $0.02 per million tokens

Context Window

—

Data not available

Highlights

Intelligence (Quality Index)

Aggregate quality index; higher is better

Speed

Output tokens per second; higher is better

Price (Input)

USD per million tokens; lower is better

Detailed Model View

Explore each model's details with comprehensive benchmark results and interactive charts.

G

Gemini 4 Carbon (High)

Google

Intelligence: 59.4Speed: 87 t/sPrice: $4.00

C

Claude Opus 5.5 (Max, Default Fallback)

Anthropic

Intelligence: 58.4Speed: 97 t/sPrice: $4.00

C

Claude Opus 5.5 (Xhigh, Default Fallback)

Anthropic

Intelligence: 57.0Speed: 78 t/sPrice: $4.00

G

GPT-6 Astra (Max)

OpenAI

Intelligence: 56.9Speed: 77 t/sPrice: $10.00

G

GPT-6 Astra (Xhigh)

OpenAI

Intelligence: 55.3Speed: 61 t/sPrice: $10.00

G

GPT-6 Astra (High)

OpenAI

Intelligence: 54.8Speed: 68 t/sPrice: $10.00

G

GPT-6.1 Sol (Max)

OpenAI

Intelligence: 54.5Speed: 74 t/sPrice: $2.00

C

Claude Sonnet 5.5 (Max, Default Fallback)

Anthropic

Intelligence: 54.2Speed: 135 t/sPrice: $2.00

G

GPT-6.1 Sol (Xhigh)

OpenAI

Intelligence: 52.3Speed: 58 t/sPrice: $2.00

C

Claude Opus 5.5 (High, Default Fallback)

Anthropic

Intelligence: 51.7Speed: 74 t/sPrice: $4.00

G

GPT-6 Astra (Medium)

OpenAI

Intelligence: 51.5Speed: 59 t/sPrice: $10.00

G

GPT-6.1 Terra (Max)

OpenAI

Intelligence: 51.0Speed: 94 t/sPrice: $1.00

G

Gemini 4 Argon (High)

Google

Intelligence: 50.4Speed: 77 t/sPrice: $4.00

G

GPT-6.1 Sol (High)

OpenAI

Intelligence: 50.2Speed: 57 t/sPrice: $2.00

M

Muse Wonder Full (Max)

Meta

Intelligence: 49.7Speed: 0 t/sPrice: $0.00

3D Dimensions

Beyond two dimensions: a three-variable analysis combining price, performance, and speed in one view.

Price vs. Intelligence

Size = Speed (Tokens/Sec). Find the ideal balance.

(Zoom: 100%)
Use the zoom controls to adjust the chart view
How to read: Bubble size representsSpeed. The larger the bubble, the higher the value.

Latency vs. Speed

Size = Intelligence. Technical vs. cognitive performance.

(Zoom: 100%)
Use the zoom controls to adjust the chart view
How to read: Bubble size representsIntelligence. The larger the bubble, the higher the value.

Correlation Analysis

Explore the hidden relationships between price, speed, and intelligence to surface valuable insights about model efficiency.

Intelligence vs. Price

Does higher quality always require paying more?

(Zoom: 100%)
Use the zoom controls to adjust the chart view

Comprehensive Heatmap

A quick overview revealing each model's strengths and weaknesses. Green always means best (even for price and latency).

Matrix View(Zoom: 100%)
Model
Intelligence
Score
Speed
tok/s
Latency
ms
Price
$/M
Context
k tok
Gemini 4 Carbon (High)
Google
59.4
87.4
65.485s
$4.00
0k
Claude Opus 5.5 (Max, Default Fallback)
Anthropic
58.4
96.9
562.710s
$4.00
0k
Claude Opus 5.5 (Xhigh, Default Fallback)
Anthropic
57.0
78.3
81.441s
$4.00
0k
GPT-6 Astra (Max)
OpenAI
56.9
76.6
169.326s
$10.00
0k
GPT-6 Astra (Xhigh)
OpenAI
55.3
61.3
63.701s
$10.00
0k
GPT-6 Astra (High)
OpenAI
54.8
67.7
28.598s
$10.00
0k
GPT-6.1 Sol (Max)
OpenAI
54.5
73.5
170.331s
$2.00
0k
Claude Sonnet 5.5 (Max, Default Fallback)
Anthropic
54.2
134.7
276.856s
$2.00
0k
GPT-6.1 Sol (Xhigh)
OpenAI
52.3
57.9
52.074s
$2.00
0k
Claude Opus 5.5 (High, Default Fallback)
Anthropic
51.7
73.7
18.288s
$4.00
0k
GPT-6 Astra (Medium)
OpenAI
51.5
59.1
3.826s
$10.00
0k
GPT-6.1 Terra (Max)
OpenAI
51.0
94.4
195.242s
$1.00
0k
Gemini 4 Argon (High)
Google
50.4
77.0
29.836s
$4.00
0k
GPT-6.1 Sol (High)
OpenAI
50.2
56.8
26.672s
$2.00
0k
Muse Wonder Full (Max)
Meta
49.7
0.0
0.370s
$0.00
0k
Claude Fable 5.1 (Xhigh, Default Fallback)
Anthropic
49.7
56.2
40.939s
$10.00
0k
Claude Sonnet 5.5 (Xhigh, Default Fallback)
Anthropic
49.6
96.3
13.760s
$2.00
0k
Claude Fable 5.1 (Max, Default Fallback)
Anthropic
49.0
71.9
171.913s
$10.00
0k
Claude Opus 5.5 (Medium, Default Fallback)
Anthropic
48.1
72.0
10.501s
$4.00
0k
Claude Fable 5.1 (High, Default Fallback)
Anthropic
47.0
48.8
10.999s
$10.00
0k
GPT-6.1 Sol (Medium)
OpenAI
46.1
53.6
3.975s
$2.00
0k
Kimi K3.1 Pro
Kimi
46.0
28.1
2.784s
$2.00
0k
GPT-6.1 Terra (Xhigh)
OpenAI
45.0
96.6
38.658s
$1.00
0k
Muse Wonder (Max)
Meta
43.3
139.5
28.318s
$4.00
0k
GPT-6 Astra (Low)
OpenAI
43.0
59.7
1.624s
$10.00
0k
Claude Fable 5.1 (Medium, Default Fallback)
Anthropic
43.0
49.8
2.614s
$10.00
0k
GPT-6.1 Terra (High)
OpenAI
42.3
92.5
9.890s
$1.00
0k
Claude Sonnet 5.5 (High, Default Fallback)
Anthropic
41.1
94.6
6.546s
$2.00
0k
Claude Fable 5.1 (Low, Default Fallback)
Anthropic
38.5
49.4
1.544s
$10.00
0k
GPT-6.1 Terra (Medium)
OpenAI
38.1
91.0
2.407s
$1.00
0k
Muse Spark 1.3 (Max)
Meta
36.4
0.0
0.300s
$1.25
0k
Claude Haiku 5.5 (Max)
Anthropic
36.2
235.3
248.511s
$0.10
0k
Grok 4.7 (High)
SpaceXAI
35.0
66.2
12.623s
$2.00
0k
GPT-6.1 Sol (Low)
OpenAI
34.5
53.0
1.766s
$2.00
0k
Claude Opus 5.5 (Low, Default Fallback)
Anthropic
34.5
70.7
1.440s
$4.00
0k
Claude Haiku 5.5 (Xhigh)
Anthropic
34.3
175.1
38.516s
$0.10
0k
Grok 4.7 (Xhigh)
SpaceXAI
34.3
75.4
16.071s
$2.00
0k
Qwen3.8 Max (0902)
Alibaba
33.6
38.1
1.957s
$2.00
0k
DeepSeek V4.1 Flash 1017 (Max)
DeepSeek
32.5
157.5
0.913s
$0.30
0k
GLM-5.3 (Max)
Z AI
31.7
75.2
1.505s
$1.40
0k
Grok 4.7 (Low)
SpaceXAI
30.9
58.0
2.928s
$2.00
0k
Gemini 3.8 Flash (High)
Google
30.5
120.2
17.393s
$0.75
0k
GPT-6.1 Terra (Non-reasoning)
OpenAI
30.4
90.8
0.944s
$1.00
0k
Claude Sonnet 5.5 (Medium, Default Fallback)
Anthropic
30.3
90.7
1.058s
$2.00
0k
Gemini 3.8 Flash (Medium)
Google
30.0
0.0
0.440s
$0.75
0k
MiMo-V2.6-Pro
Xiaomi
29.9
41.3
3.045s
$0.43
0k
Claude Haiku 5.5 (High)
Anthropic
29.6
156.2
14.687s
$0.10
0k
Ling 3.1 Flash 1019
InclusionAI
29.5
0.0
0.230s
$0.30
0k
GPT-6.1 Terra (Low)
OpenAI
29.2
90.9
1.205s
$1.00
0k
MiniMax-M3.1-Flash
MiniMax
28.9
114.6
0.892s
$0.15
0k
Use the zoom controls to adjust the chart view
Poor
Fair
Good
Excellent

Quick Navigation

Intelligence Capabilities

Models ranked by cognitive and coding proficiency benchmarks.

Models ranked by overall Quality Index

Average model performance across a wide range of standard benchmarks (MMLU, GPQA, etc.)

30 models

Open-Source Models
Open Weights

Models whose weights are available to download and use freely

Closed Models (API)
Proprietary

Models available exclusively via APIs

Performance Overview

A comprehensive analysis linking intelligence, speed, and cost in one view.

Intelligence vs. Speed vs. Price

Bubble size represents value for money (the larger it is, the "cheaper" the model is relative to its performance).

X-axis: intelligence level
Y-axis: generation speed
G

Gemini 4 Carbon (High)

Intel.

59

Speed

87

Price

$4

C

Claude Opus 5.5 (Max, Default Fallback)

Intel.

58

Speed

97

Price

$4

C

Claude Opus 5.5 (Xhigh, Default Fallback)

Intel.

57

Speed

78

Price

$4

G

GPT-6 Astra (Max)

Intel.

57

Speed

77

Price

$10

G

GPT-6 Astra (Xhigh)

Intel.

55

Speed

61

Price

$10

G

GPT-6 Astra (High)

Intel.

55

Speed

68

Price

$10

G

GPT-6.1 Sol (Max)

Intel.

55

Speed

74

Price

$2

C

Claude Sonnet 5.5 (Max, Default Fallback)

Intel.

54

Speed

135

Price

$2

Pricing & Value

A comparative analysis of model prices versus the value they deliver.

Input Price Comparison

USD per million tokens (Input) — lower is better

Value-for-Money Table

Value analysis (intelligence divided by price). Arrows indicate a "good deal".

ModelPrice ($)IntelligenceValue
Muse Wonder Full (Max)
$050
∞
K2 Horizon 375B A23B
$018
∞
Command A+
$06
∞
Granite 4.2 3B
$05
∞
NVIDIA Nemotron 3 Nano 4B
$02
∞
A.X-K2
$0-
∞
Apertus 70B Instruct
$0-
∞
Apriel-v1.5-15B-Thinker
$01
∞
Apriel-v1.6-15B-Thinker
$01
∞
Arctic Instruct
$0-
∞
Claude 2.0
$00
∞
Claude 2.1
$00
∞
Claude 3 Sonnet
$01
∞
Claude 3.5 Haiku
$01
∞
Claude 3.7 Sonnet (Reasoning)
$01
∞
Claude 4 Sonnet (Non-reasoning)
$01
∞
Claude 4 Sonnet (Reasoning)
$01
∞
Claude Instant
$00
∞
Cogito v2.1 (Reasoning)
$01
∞
Command-R (Mar '24)
$00
∞
Command-R+ (Apr '24)
$00
∞
DBRX Instruct
$00
∞
DeepHermes 3 - Llama-3.1 8B Preview (Non-reasoning)
$00
∞
DeepHermes 3 - Mistral 24B Preview (Non-reasoning)
$01
∞
DeepSeek Coder V2 Lite Instruct
$00
∞
DeepSeek LLM 67B Chat (V1)
$0-
∞
DeepSeek R1 0528 Qwen3 8B
$01
∞
DeepSeek R1 Distill Llama 8B
$01
∞
DeepSeek R1 Distill Qwen 1.5B
$00
∞
DeepSeek R1 Distill Qwen 14B
$01
∞
DeepSeek R1 Distill Qwen 32B
$01
∞
DeepSeek V3.2 Speciale
$01
∞
DeepSeek-Coder-V2
$0-
∞
DeepSeek-V2-Chat
$0-
∞
DeepSeek-V2.5
$0-
∞
DeepSeek-V2.5 (Dec '24)
$01
∞
Devstral 2
$01
∞
Devstral Medium
$01
∞
Devstral Small (Jul '25)
$01
∞
Devstral Small (May '25)
$01
∞
Devstral Small 2
$01
∞
DiffusionGemma 26B A4B
$0-
∞
Doubao Seed Code
$01
∞
ERNIE 4.5 300B A47B
$01
∞
ERNIE 5.0 Thinking Preview
$01
∞
Exaone 4.0 1.2B (Non-reasoning)
$01
∞
Exaone 4.0 1.2B (Reasoning)
$01
∞
EXAONE 4.0 32B (Non-reasoning)
$01
∞
EXAONE 4.0 32B (Reasoning)
$01
∞
EXAONE 4.5 33B (Non-reasoning)
$0-
∞

Speed & Latency

Measuring performance in terms of response speed and efficiency.

Text Generation Speed (Output)

Tokens per second — higher is better

Time to First Token (TTFT)

Time to the first word in seconds — lower is better

Speed vs. Latency Relationship

Direct comparison: are the fastest-generating models also the fastest to respond?

Context Window

Comparing memory capacity and the ability to process long inputs.

Context-window data is not currently available from the live benchmark source.

Complete Database

Complete Database

Browse and compare all models available in the database.

Gemini 4 Carbon (High)Google
-
In:$4.00
Out:$20.00
per 1M tokens
87 tok/s
59.4
59.4
-
Claude Opus 5.5 (Max, Default Fallback)Anthropic
-
In:$4.00
Out:$20.00
per 1M tokens
97 tok/s
58.4
58.4
-
Claude Opus 5.5 (Xhigh, Default Fallback)Anthropic
-
In:$4.00
Out:$20.00
per 1M tokens
78 tok/s
57.0
57.0
-
GPT-6 Astra (Max)OpenAI
-
In:$10.00
Out:$50.00
per 1M tokens
77 tok/s
56.9
56.9
-
GPT-6 Astra (Xhigh)OpenAI
-
In:$10.00
Out:$50.00
per 1M tokens
61 tok/s
55.3
55.3
-
GPT-6 Astra (High)OpenAI
-
In:$10.00
Out:$50.00
per 1M tokens
68 tok/s
54.8
54.8
-
GPT-6.1 Sol (Max)OpenAI
-
In:$2.00
Out:$10.00
per 1M tokens
74 tok/s
54.5
54.5
-
Claude Sonnet 5.5 (Max, Default Fallback)Anthropic
-
In:$2.00
Out:$10.00
per 1M tokens
135 tok/s
54.2
54.2
-
GPT-6.1 Sol (Xhigh)OpenAI
-
In:$2.00
Out:$10.00
per 1M tokens
58 tok/s
52.3
52.3
-
Claude Opus 5.5 (High, Default Fallback)Anthropic
-
In:$4.00
Out:$20.00
per 1M tokens
74 tok/s
51.7
51.7
-
Showing 718 models