AI BENCHY Compare
Anthropic: Claude Opus 4.6 vs DeepSeek: DeepSeek V3.2
Last updated at: 2026-03-03
| Metric | Anthropic: Claude Opus 4.6 medium Release: 2026-02-05 | DeepSeek: DeepSeek V3.2 none Release: 2025-12-01 |
|---|---|---|
| Rank | #21 | #30 |
| Avg Score | 6.07 | 4.70 |
| Consistency | 8.80 | 8.19 |
| Cost per result | 10.992 | 0.132 |
| Total Cost | $0.880 | $0.007 |
| Tests Correct | 8/14 | 5/14 |
| Attempt pass rate | 61.9% | 47.6% |
| Flaky tests | 2 | 3 |
| Output Tokens | 19,576 | 4,869 |
| Reasoning Tokens | 11,081 | 0 |
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Opus 4.6 | 4.00 | 4.41 | 55.6% | 2 | 897 | 1,000 | |
| DeepSeek: DeepSeek V3.2 | 1.00 | 9.68 | 0.0% | 0 | 1,411 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Opus 4.6 | 10.00 | 10.00 | 100.0% | 0 | 668 | 763 | |
| DeepSeek: DeepSeek V3.2 | 5.38 | 5.81 | 66.7% | 1 | 1,710 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Opus 4.6 | 1.00 | 10.00 | 0.0% | 0 | 16,328 | 7,928 | |
| DeepSeek: DeepSeek V3.2 | 1.00 | 7.21 | 22.2% | 1 | 24 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Opus 4.6 | 9.50 | 9.99 | 100.0% | 0 | 266 | 468 | |
| DeepSeek: DeepSeek V3.2 | 8.00 | 9.99 | 50.0% | 0 | 66 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Opus 4.6 | 7.00 | 10.00 | 66.7% | 0 | 556 | 593 | |
| DeepSeek: DeepSeek V3.2 | 7.67 | 7.49 | 88.9% | 1 | 1,136 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| Anthropic: Claude Opus 4.6 | 10.00 | 10.00 | 100.0% | 0 | 861 | 329 | |
| DeepSeek: DeepSeek V3.2 | 10.00 | 10.00 | 100.0% | 0 | 522 | 0 |
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