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INDEPENDENT TELEMETRY PROTOCOL•ARTIFICIAL ANALYSIS API (v5 INDEX)
EVALUATION STANDARD:MULTI-MODAL INTELLIGENCE & LATENCY

BENCHMARK
RADAR

Real-time independent analysis of frontier artificial intelligence models. Evaluating multi-modal reasoning depth, token output latency, and compute cost efficiency across global labs.

INTELLIGENCE LEADERAA INDEX v5
59 / 100
GEMINI 4 CARBON (HIGH)
Google DeepMind • Frontier Multimodal
THROUGHPUT LEADERMEDIAN LATENCY
176 TOK/S
DEEPSEEK V4.1 FLASH (MAX)
DeepSeek • Open Weights High-Speed Tier
COST EFFICIENCYPER TASK
$0.26 / TASK
MIMO-V2.6-PRO
MiMo AI • Ultra-Low Latency Inference
01 // TRI-METRIC COMPARATIVE GRAPHS
SYNCHRONIZED WITH INDEPENDENT EVALUATION PIPELINE
INTELLIGENCE
HIGHER IS BETTER

Artificial Analysis Intelligence Index (0-100)

Gemini 4 Carbon (high)
59
Claude Opus 5.5 (max)
58
GPT-6 Astro (max)
57
GPT-6.1 Sol (max)
55
Mistral Large 4 (MoE)
52
Claude Fable 5.1 (max)
49
Kimi K3.1 Pro (max)
48
Muse Wonder (max)
43
Grok 4.7 (high)
34
DeepSeek V4.1 Flash (max)
32
SCALE: 0 - 65 INDEXN = 10 TOP PERFORMERS
SPEED
HIGHER IS BETTER

Output tokens per second latency

DeepSeek V4.1 Flash (max)
176 T/S
Muse Wonder (max)
147 T/S
Claude Opus 5.5 (max)
98 T/S
Mistral Large 4 (MoE)
95 T/S
Grok 4.7 (high)
88 T/S
GPT-6.1 Sol (max)
85 T/S
GPT-6 Astro (max)
84 T/S
Gemini 4 Carbon (high)
83 T/S
GLM-5.3 (max)
81 T/S
Claude Fable 5.1 (max)
67 T/S
SCALE: 0 - 200 TOK/SN = 10 TOP SPEED
COST PER TASK
LOWER IS BETTER

Weighted blended cost (USD) per Intelligence task

MiMo-V2.6-Pro
$0.26
DeepSeek V4.1 Flash (max)
$0.60
GPT-6.1 Sol (max)
$1.27
Mistral Large 4 (MoE)
$2.10
Kimi K3.1 Pro (max)
$3.68
GLM-5.3 (max)
$5.01
GPT-6 Astro (max)
$6.24
Muse Wonder (max)
$6.95
Grok 4.7 (high)
$7.51
Gemini 4 Carbon (high)
$7.78
SCALE: $0 - $14 PER TASKN = 10 MOST EFFICIENT
02 // 2D PARETO EFFICIENCY FRONTIER
QUADRANT MATRIX TELEMETRY
FRONTIER HEAVYWEIGHTS (HIGH IQ, MODERATE SPEED)
VELOCITY TITANS (HIGH IQ & HIGH SPEED)
SPECIALIZED REASONING
HIGH-THROUGHPUT ENGINES
gemini
claude
gpt
gpt
mistral
claude
kimi
muse
grok
deepseek
glm
mimo
X-AXIS:OUTPUT SPEED (TOKENS / SECOND) →
Y-AXIS:↑ INTELLIGENCE INDEX (REASONING DEPTH)
CLICK ANY NODE TO INSPECT TELEMETRY
03 // FRONTIER LAB HEAD-TO-HEAD
6 GLOBAL RESEARCH ORGANIZATIONS

Google DeepMind

VERIFIED FRONTIER

Gemini 4 Multimodal Frontier & Orbital TPU Acceleration

FLAGSHIP:Gemini 4 Carbon (high)
INTELLIGENCE:59 / 100
SPEED:83 TOK/S
INFERENCE COST:$7.78 / 1M
STATUS: ACTIVEVIEW LAB DISPATCHES→

Anthropic

VERIFIED FRONTIER

Claude Opus 5.5 & Constitutional AI Reasoning

FLAGSHIP:Claude Opus 5.5 (max)
INTELLIGENCE:58 / 100
SPEED:98 TOK/S
INFERENCE COST:$10.04 / 1M
STATUS: ACTIVEVIEW LAB DISPATCHES→

OpenAI

VERIFIED FRONTIER

GPT-6 Astro & High-Throughput Reasoning Matrix

FLAGSHIP:GPT-6 Astro (max)
INTELLIGENCE:57 / 100
SPEED:84 TOK/S
INFERENCE COST:$6.24 / 1M
STATUS: ACTIVEVIEW LAB DISPATCHES→

SpaceX & xAI

VERIFIED FRONTIER

Grok 4.7 & Colossus Memphis Supercluster Compute

FLAGSHIP:Grok 4.7 (high)
INTELLIGENCE:34 / 100
SPEED:88 TOK/S
INFERENCE COST:$7.51 / 1M
STATUS: ACTIVEVIEW LAB DISPATCHES→

Mistral AI

VERIFIED FRONTIER

Mistral Large 4 MoE & Sovereign Open Architecture

FLAGSHIP:Mistral Large 4 (MoE)
INTELLIGENCE:52 / 100
SPEED:95 TOK/S
INFERENCE COST:$2.10 / 1M
STATUS: ACTIVEVIEW LAB DISPATCHES→

Moonshot AI

VERIFIED FRONTIER

Kimi K3.1 Pro & Ultra-Long Context Mathematical Logic

FLAGSHIP:Kimi K3.1 Pro (max)
INTELLIGENCE:48 / 100
SPEED:33 TOK/S
INFERENCE COST:$3.68 / 1M
STATUS: ACTIVEVIEW LAB DISPATCHES→
04 // VERIFIED TELEMETRY MATRIX
# RANK
MODEL IDENTITY
ORGANIZATIONCATEGORY
INTELLIGENCE (0-100)
OUTPUT SPEED
BLENDED COST / 1M
01
Gemini 4 Carbon (high)
Google DeepMind[Frontier]59 / 10083 TOK/S$7.78
02
Claude Opus 5.5 (max)
Anthropic[Frontier]58 / 10098 TOK/S$10.04
03
GPT-6 Astro (max)
OpenAI[Frontier]57 / 10084 TOK/S$6.24
04
GPT-6.1 Sol (max)
OpenAI[Frontier]55 / 10085 TOK/S$1.27
05
Mistral Large 4 (MoE)
Mistral AI[Open Weights]52 / 10095 TOK/S$2.10
06
Claude Fable 5.1 (max)
Anthropic[Frontier]49 / 10067 TOK/S$12.99
07
Kimi K3.1 Pro (max)
Moonshot AI[Frontier]48 / 10033 TOK/S$3.68
08
Muse Wonder (max)
Muse AI[Specialized]43 / 100147 TOK/S$6.95
09
Grok 4.7 (high)
SpaceX & xAI[Frontier]34 / 10088 TOK/S$7.51
10
DeepSeek V4.1 Flash (max)
DeepSeek[Open Weights]32 / 100176 TOK/S$0.60
11
GLM-5.3 (max)
Zhipu AI[Specialized]32 / 10081 TOK/S$5.01
12
MiMo-V2.6-Pro
MiMo AI[Specialized]30 / 10054 TOK/S$0.26
DATA ATTRIBUTION & METHODOLOGY

Benchmark metrics and intelligence scores are provided through the independent analysis of AI models conducted by Artificial Analysis (Free Data API & v5 Index). Evaluations encompass empirical multi-turn tests, automated coding benchmark evaluations, output token speed measurements, and blended token pricing.

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