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#69

DeepSeek V3.2

DeepSeek Release: 2025-12-01 Tested on: 2026-04-20 17:48 deepseek/deepseek-v3.2::none
(medium) (none)

Summary

DeepSeek V3.2 scores 6.1 on AI BENCHY and ranks #69. It has N/A reliability, a 50.0% pass rate, $0.016 total cost, and 12.09s average response time.

What makes DeepSeek V3.2 unique: It stands out most in Puzzle Solving, where it ranks #3, while Anti-AI Tricks is its weakest area at #18. Its total benchmark cost is unusually low for its score range.

Score

6.1

Consistency

8.1

Reliability

N/A

Total Output Tokens

8,384

Total Input Tokens

0

Input Price

$0.252 / 1M

Output Price

$0.378 / 1M

Tests Correct

Wrong Tests: 11

Attempt pass rate: 50.0%

Flaky tests

4

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

Response Time (avg)

12.09s

Response Time (max): 115.89s

Response Time (total): 217.56s

Generation showcase

Hamster playing table tennis

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

#69 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 Compare
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 Current run

Run comparison

RunScoreConsistencyReliabilityTests CorrectFlaky testsTotal Output TokensTotal Input TokensTotal CostResponse Time (avg)
2026-04-20 17:48 · First recorded run6.18.1N/A7/1848,3840$0.01612.09s
2026-06-04 14:22 · New test added5.27.610.06/21611,16555,997$0.01713.83s
Difference+0.9+0.5+1-2-2781-55997-$0.001-1743ms

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 3.2 9.8
Coding 2.4 1.3
Combined 6.5 10.0
Data parsing and extraction 6.3 5.8
Domain specific 3.6 7.2
General Intelligence 10.0 10.0
Instructions following 10.0 10.0
Puzzle Solving 8.5 7.5
Tool Calling 10.0 10.0

Compared models