tokevenBest AI models for classification
14 models ranked by quality score, sorted by rank with pricing and best-value picks.
Verdict
For classification, use GPT 5.4 for quality or Gemini 3.5 Flash-Lite for cost. The quality gap between #1 and #2 is -1 points.
Rankings
Classification model rankings
#1
GPT 5.4
GPT
88
$2.50
$15.00
#1
#1
GPT 5.6 Terra
GPT
89
$2.50
$15.00
#1
#1
GPT 5.6 Luna
GPT
91
$1.00
$6.00
#1
#1
Gemini 3.5 Flash
Gemini
92
$1.50
$9.00
#1
#2
Claude Haiku 4.5
Claude
90
$1.00
$5.00
#3
Claude Sonnet 5
Claude
86
$2.00
$10.00
#3
GPT 5.5
GPT
85
$5.00
$30.00
#3
GPT 5.6 Sol
GPT
86
$5.00
$30.00
#3
Gemini 3.1 Pro
Gemini
86
$2.00
$12.00
#3
Gemini 3 Flash
Gemini
88
$0.50
$3.00
#4
Claude Sonnet 4.6
Claude
84
$3.00
$15.00
#4
Gemini 3.5 Flash-Lite
Gemini
85
$0.25
$1.50
Best value
#5
Claude Fable 5
Claude
82
$10.00
$50.00
#6
Claude Opus 4.8
Claude
80
$5.00
$25.00
FAQ
What is the best AI model for classification?
GPT 5.4 ranks #1 for classification with a confidence score of 88/100.
What is the cheapest good model for classification?
Gemini 3.5 Flash-Lite offers the best value for classification at $0.25/$1.50 per million tokens with a confidence of 85/100.
Track your real costs
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