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#115

DeepSeek V3.2

DeepSeek Release: 2025-12-01 Tested on: 2026-05-22 00:35 deepseek/deepseek-v3.2::none
(medium) (none)

Summary

DeepSeek V3.2 scores 5.6 on AI BENCHY and ranks #115. It has 10.0 reliability, a 46.7% pass rate, $0.018 total cost, and 14.46s 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 #16.

Score

5.6

Consistency

8.0

Total Output Tokens

11,163

Total Input Tokens

0

Input Price

$0.252 / 1M

Output Price

$0.378 / 1M

Tests Correct

Wrong Tests: 13

Attempt pass rate: 46.7%

Flaky tests

5

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

Response Time (avg)

14.46s

Response Time (max): 115.89s

Response Time (total): 289.21s

Generation showcase

Hamster playing table tennis

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

#115 DeepSeek V3.2

none
Cost
$0.002
Time
7.0s
Tokens
1,046 tok

Run history

Tested on Score Reliability Tests Correct Total Cost Compare
2026-07-16 23:15 New test added 5.0 10.0 $0.054 Compare
2026-06-04 14:22 New test added 5.2 10.0 $0.017 Compare
2026-05-22 00:35 Suite changed 5.6 10.0 $0.018 Current run
2026-05-08 15:31 Suite changed 5.7 10.0 $0.016 Compare
2026-04-20 17:48 First recorded run 6.1 N/A $0.016 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 00:35 · Suite changed5.68.010.07/20511,1630$0.01814.46s
2026-04-20 17:48 · First recorded run6.18.1N/A7/1848,3840$0.01612.09s
Difference-0.6-0.10+1+27790+$0.002+2374ms

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 3.3 8.2
Coding 3.1 5.4
Combined 6.5 10.0
Data parsing and extraction 6.3 5.8
Domain specific 3.0 6.9
General Intelligence 7.6 10.0
Instructions following 10.0 10.0
Puzzle Solving 7.5 7.7
Tool Calling 10.0 10.0
Trivia 3.0 10.0

Compared models