| Mbinu za kupinga AI | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|
| ByteDance Seed: Seed-2.0-Mini | 7.00 | 9.99 | 66.7% | 0 | 354 | 9,352 | |
| MiniMax: MiniMax M2.5 | 9.33 | 7.89 | 88.9% | 1 | 286 | 45,112 |
AI BENCHY Compare
ByteDance Seed: Seed-2.0-Mini vs MiniMax: MiniMax M2.5
Jina la modeli:
Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe : 2026-02-27 15:16
Muhtasari
| Kipimo | ByteDance Seed: Seed-2.0-Mini medium Toleo: 2026-02-26 | MiniMax: MiniMax M2.5 medium Toleo: Tarehe ya kutolewa haijulikani |
|---|---|---|
| Nafasi | #18 | #26 |
| Alama | 6.13 | 5.64 |
| Uthabiti | 8.91 | 6.12 |
| Gharama kwa matokeo | 0.177 | 4.028 |
| Jumla ya gharama | $0.013 | $0.242 |
| Majaribio sahihi | ||
| Majaribio yenye makosa | 7 | 8 |
| Kiwango cha kupita kwa kila jaribio | 59.5% | 64.3% |
| Majaribio yasiyo thabiti | 2 | 7 |
| Tokeni za matokeo | 1,353 | 121,297 |
| Tokeni za hoja | 24,362 | 203,513 |
Mgawanyo wa kategoria
| Uchanganuzi na uchimbaji wa data | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|
| ByteDance Seed: Seed-2.0-Mini | 9.88 | 10.00 | 100.0% | 0 | 246 | 2,743 | |
| MiniMax: MiniMax M2.5 | 5.50 | 5.81 | 83.3% | 1 | 369 | 4,952 |
| Mahususi kwa domeni | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|
| ByteDance Seed: Seed-2.0-Mini | 1.00 | 10.00 | 0.0% | 0 | 0 | 0 | |
| MiniMax: MiniMax M2.5 | 1.00 | 4.41 | 22.2% | 2 | 111,023 | 139,533 |
| Ufuataji wa maagizo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|
| ByteDance Seed: Seed-2.0-Mini | 8.00 | 9.99 | 50.0% | 0 | 69 | 2,050 | |
| MiniMax: MiniMax M2.5 | 7.00 | 6.41 | 66.7% | 1 | 1,121 | 2,521 |
| Puzzle Solving | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|
| ByteDance Seed: Seed-2.0-Mini | 5.33 | 4.91 | 77.8% | 2 | 462 | 4,982 | |
| MiniMax: MiniMax M2.5 | 4.33 | 4.79 | 55.6% | 2 | 8,229 | 10,458 |
| Mwito wa zana | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|
| ByteDance Seed: Seed-2.0-Mini | 10.00 | 10.00 | 100.0% | 0 | 222 | 5,235 | |
| MiniMax: MiniMax M2.5 | 10.00 | 10.00 | 100.0% | 0 | 269 | 937 |
Badilisha jozi ya ulinganisho
Linganisha ByteDance Seed: Seed-2.0-Mini dhidi ya...
- 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 Inapatikana bure
- 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
- 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 Inapatikana bure
- 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
Linganisha MiniMax: MiniMax M2.5 dhidi ya...
- 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 Inapatikana bure
- 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 Inapatikana bure
- 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