| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.3-Codex | 10.00 | 10.00 | 100.0% | 0 | 216 | 1,421 | |
| Qwen: Qwen3 Coder Next | 1.33 | 7.49 | 22.2% | 1 | 1,246 | 0 |
AI BENCHY Compare
OpenAI: GPT-5.3-Codex vs Qwen: Qwen3 Coder Next
Model Name:
Last updated at : 2026-02-27 15:16
Summary
| Metric | OpenAI: GPT-5.3-Codex medium Release: Unknown release date | Qwen: Qwen3 Coder Next medium Release: Unknown release date |
|---|---|---|
| Rank | #7 | #36 |
| Score | 7.93 | 3.50 |
| Consistency | 8.84 | 8.43 |
| Cost per result | 4.641 | 0.135 |
| Total Cost | $0.465 | $0.005 |
| Tests Correct | ||
| Wrong Tests | 4 | 11 |
| Attempt pass rate | 78.6% | 31.0% |
| Flaky tests | 2 | 3 |
| Output Tokens | 1,201 | 2,569 |
| Reasoning Tokens | 30,056 | 0 |
Category Breakdown
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.3-Codex | 10.00 | 10.00 | 100.0% | 0 | 234 | 735 | |
| Qwen: Qwen3 Coder Next | 5.50 | 10.00 | 50.0% | 0 | 276 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.3-Codex | 4.00 | 7.21 | 55.6% | 1 | 64 | 25,308 | |
| Qwen: Qwen3 Coder Next | 4.00 | 10.00 | 33.3% | 0 | 24 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.3-Codex | 9.00 | 10.00 | 50.0% | 0 | 93 | 693 | |
| Qwen: Qwen3 Coder Next | 4.50 | 6.88 | 16.7% | 1 | 67 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.3-Codex | 7.00 | 7.38 | 77.8% | 1 | 340 | 1,407 | |
| Qwen: Qwen3 Coder Next | 1.00 | 7.28 | 11.1% | 1 | 701 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.3-Codex | 10.00 | 10.00 | 100.0% | 0 | 254 | 492 | |
| Qwen: Qwen3 Coder Next | 10.00 | 10.00 | 100.0% | 0 | 255 | 0 |
Switch Comparison Pair
Compare OpenAI: GPT-5.3-Codex against...
- Google: Gemini 3 Flash Preview medium
- Google: Gemini 3.1 Pro Preview medium
- Google: Gemini 3 Pro Preview medium
- Qwen: Qwen3.5 Plus 2026-02-15 medium
- Qwen: Qwen3.5-27B medium
- Google: Gemini 3 Flash Preview low
- Anthropic: Claude Sonnet 4.6 medium
- Z.ai: GLM 5 medium
- Google: Gemini 3 Flash Preview none
- StepFun: Step 3.5 Flash medium Free Available
- OpenAI: GPT-5.2 medium
- Qwen: Qwen3.5-122B-A10B medium
- Anthropic: Claude Sonnet 4.6 none
- Qwen: Qwen3.5 Plus 2026-02-15 none
- xAI: Grok 4.1 Fast medium
- MoonshotAI: Kimi K2.5 medium
- ByteDance Seed: Seed-2.0-Mini medium
- Z.ai: GLM 5 none
- Anthropic: Claude Opus 4.6 medium
- Xiaomi: MiMo-V2-Flash medium
- Qwen: Qwen3.5-35B-A3B medium
- OpenAI: GPT-5 Nano medium
- Qwen: Qwen3.5-Flash medium
- OpenAI: gpt-oss-120b medium Free Available
- MiniMax: MiniMax M2.5 medium
- Qwen: Qwen3.5-122B-A10B none
- OpenAI: GPT-4o-mini none
- Qwen: Qwen3.5-27B none
- Qwen: Qwen3.5-35B-A3B none
- Z.ai: GLM 4.7 Flash medium
- MoonshotAI: Kimi K2.5 none
- Qwen: Qwen3 Coder Next none
- Z.ai: GLM 4.7 Flash none
- Qwen: Qwen3.5-Flash none
- Qwen: Qwen3 Coder Next medium
- Xiaomi: MiMo-V2-Flash none
- xAI: Grok 4.1 Fast none
- LiquidAI: LFM2-24B-A2B none
Compare Qwen: Qwen3 Coder Next against...
- Google: Gemini 3 Flash Preview medium
- Google: Gemini 3.1 Pro Preview medium
- Google: Gemini 3 Pro Preview medium
- Qwen: Qwen3.5 Plus 2026-02-15 medium
- Qwen: Qwen3.5-27B medium
- Google: Gemini 3 Flash Preview low
- OpenAI: GPT-5.3-Codex medium
- Anthropic: Claude Sonnet 4.6 medium
- Z.ai: GLM 5 medium
- Google: Gemini 3 Flash Preview none
- StepFun: Step 3.5 Flash medium Free Available
- OpenAI: GPT-5.2 medium
- Qwen: Qwen3.5-122B-A10B medium
- Anthropic: Claude Sonnet 4.6 none
- Qwen: Qwen3.5 Plus 2026-02-15 none
- xAI: Grok 4.1 Fast medium
- MoonshotAI: Kimi K2.5 medium
- ByteDance Seed: Seed-2.0-Mini medium
- Z.ai: GLM 5 none
- Anthropic: Claude Opus 4.6 medium
- Xiaomi: MiMo-V2-Flash medium
- Qwen: Qwen3.5-35B-A3B medium
- OpenAI: GPT-5 Nano medium
- Qwen: Qwen3.5-Flash medium
- OpenAI: gpt-oss-120b medium Free Available
- MiniMax: MiniMax M2.5 medium
- Qwen: Qwen3.5-122B-A10B none
- OpenAI: GPT-4o-mini none
- Qwen: Qwen3.5-27B none
- Qwen: Qwen3.5-35B-A3B none
- Z.ai: GLM 4.7 Flash medium
- MoonshotAI: Kimi K2.5 none
- Qwen: Qwen3 Coder Next none
- Z.ai: GLM 4.7 Flash none
- Qwen: Qwen3.5-Flash none
- Xiaomi: MiMo-V2-Flash none
- xAI: Grok 4.1 Fast none
- LiquidAI: LFM2-24B-A2B none