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#71

DeepSeek V3.2

DeepSeek Release: 2025-12-01 Tested on: 2026-05-22 00:46 deepseek/deepseek-v3.2::medium
(medium) (none)

Summary

DeepSeek V3.2 scores 7.0 on AI BENCHY and ranks #71. It has 9.1 reliability, a 69.2% pass rate, $0.037 total cost, and 53.21s average response time.

What makes DeepSeek V3.2 unique: It stands out most in Combined, where it ranks #1, while Coding is its weakest area at #18. Its total benchmark cost is unusually low for its score range.

Score

7.0

Consistency

7.6

Total Output Tokens

75,252

Total Input Tokens

0

Input Price

$0.252 / 1M

Output Price

$0.378 / 1M

Tests Correct

Wrong Tests: 9

Attempt pass rate: 69.2%

Flaky tests

6

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

53.21s

Response Time (max): 189.03s

Response Time (total): 1064.26s

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#71 DeepSeek V3.2

medium
Cost
$0.001
Time
53.6s
Tokens
1,932 tok

Run history

Tested on Score Reliability Tests Correct Total Cost Compare
2026-07-16 23:13 New test added 7.0 10.0 $0.078 Compare
2026-06-04 14:41 New test added 7.0 10.0 $0.044 Compare
2026-05-22 00:46 Suite changed 7.0 9.1 $0.037 Current run
2026-05-08 15:27 Suite changed 7.2 10.0 $0.031 Compare
2026-04-20 17:48 First recorded run 8.0 N/A $0.029 Compare

This run used a different benchmark suite. Keep suite changes in mind when reading historical movement.

Run comparison

RunScoreConsistencyReliabilityTests CorrectFlaky testsTotal Output TokensTotal Input TokensTotal CostResponse Time (avg)
2026-05-22 00:46 · Suite changed7.07.69.111/20675,2520$0.03753.21s
2026-06-04 14:41 · New test added7.07.610.011/216106,26738,333$0.04468.71s
Difference0.00.0-0.900-31015-38333-$0.008-15493ms

These two runs used different benchmark suites, so the deltas reflect both model changes and suite changes.

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 9.2 10.0
Coding 3.9 5.8
Combined 10.0 10.0
Data parsing and extraction 10.0 10.0
Domain specific 2.9 4.4
General Intelligence 3.8 2.5
Instructions following 10.0 10.0
Puzzle Solving 6.7 5.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

Compared models