Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) vs Qwen3 Coder Next

Mana yang lebih baik untuk uang: Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) oleh Anthropic atau Qwen3 Coder Next oleh Alibaba? Kecerdasan, total biaya benchmark, dan waktu end-to-end dari Artificial Analysis & sumber lain, cuplikan 2026-09-29.

Kompromi
AnthropicClaude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Di luar batas Pareto
Skor kecerdasan (Intelligence Index)
34.40
Biaya benchmark (USD)
$3255
AlibabaQwen3 Coder NextDi luar batas Pareto
Skor kecerdasan (Intelligence Index)
9.20
Biaya benchmark (USD)
$476
Kesimpulan

Tergantung anggaran Anda

Claude Sonnet 5 (Adaptive Reasoning, Xh… mendapat 25.2 poin lebih tinggi (34.4 vs 9.2), tetapi biaya menjalankan benchmark-nya 6.8× lebih besar ($3255 vs $476; kelas biaya unggulan vs menengah). Keduanya bukan alternatif di anggaran yang sama: pilih Claude Sonnet 5 (Adaptive Reasoning, Xh… jika Anda butuh kecerdasan di atas 9.2, dan Qwen3 Coder Next jika 9.2 sudah cukup.

MetrikClaude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Qwen3 Coder NextSelisih
Kecerdasan (lebih tinggi lebih baik)34.49.2−73.3% Qwen3 Coder Next 73.3% kurang cerdas
Total biaya AA (lebih rendah lebih baik)$3,255.40$476.23−85.4% Qwen3 Coder Next 85.4% lebih murah
Waktu ujung ke ujung (lebih rendah lebih baik)22.07s5.24s−76.3% Qwen3 Coder Next 76.3% lebih cepat
Harga per 1 juta token (masuk/keluar)$2.00 / $10.0$0.35 / $1.20
Jenis inputTeks, GambarTeks

Qwen3 Coder Next dibanding Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort): kecerdasan 73.3% lebih rendah, biaya menjalankan benchmark AA 85.4% lebih rendah, dan waktu total 76.3% lebih cepat.

Buka pertarungan ini di pemilih interaktifClaude Sonnet 5 (xhigh): model apa yang mengunggulinyaQwen3 Coder Next: model apa yang mengunggulinya
Pareto frontier hari ini

Dibandingkan dengan batas Pareto

0204060$10$20$50$100$200$500$1k$2k$5k$10k$20kBiaya untuk menjalankan Artificial Analysis Intelligence Index (USD, skala log)Indeks kecerdasanApodex 1.1 (Apodex): kecerdasan 26.40, $939Celeris-1 (Celeris): kecerdasan 6.30, $60.0Claude 4.5 Haiku (Reasoning) (Anthropic): kecerdasan 16.90, $594Claude 4.5 Sonnet (Reasoning) (Anthropic): kecerdasan 20.70, $1501Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic): kecerdasan 49.60, $11161Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): kecerdasan 51.20, $5242Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): kecerdasan 46.80, $3158Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): kecerdasan 53.40, $13129Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): kecerdasan 48.90, $3983Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): kecerdasan 53.20, $9063Claude Opus 4.8 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 41.80, $6874Claude Opus 5 (Adaptive Reasoning, High Effort) (Anthropic): kecerdasan 48.10, $4332Claude Opus 5 (Adaptive Reasoning, Low Effort) (Anthropic): kecerdasan 39.40, $1561Claude Opus 5 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 50.80, $7275Claude Opus 5 (Adaptive Reasoning, Medium Effort) (Anthropic): kecerdasan 44.80, $2732Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): kecerdasan 49.70, $5868Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): kecerdasan 42.30, $860Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 30.10, $4925Claude Sonnet 5 (Adaptive Reasoning, High Effort) (Anthropic): kecerdasan 31.70, $2086Claude Sonnet 5 (Adaptive Reasoning, Low Effort) (Anthropic): kecerdasan 24.30, $653Claude Sonnet 5 (Adaptive Reasoning, Max Effort) (Anthropic): kecerdasan 38.20, $6998Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) (Anthropic): kecerdasan 28.10, $1218Claude Sonnet 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): kecerdasan 35.80, $544Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): kecerdasan 56.00, $8977Claude Sonnet 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): kecerdasan 40.70, $701Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): kecerdasan 51.90, $2738DeepSeek R1 (Jan '25) (DeepSeek): kecerdasan 11.40, $461DeepSeek V3 (Dec '24) (DeepSeek): kecerdasan 8.50, $25.4DeepSeek V3 0324 (DeepSeek): kecerdasan 9.70, $87.2DeepSeek V4 Flash 0420 (Reasoning, Max Effort) (DeepSeek): kecerdasan 24.20, $179DeepSeek V4 Flash 0731 (Reasoning, Max Effort) (DeepSeek): kecerdasan 34.30, $474DeepSeek V4 Flash Vision (Reasoning, Max Effort) (DeepSeek): kecerdasan 34.80, $445DeepSeek V4 Pro 0424 (Reasoning, Max Effort) (DeepSeek): kecerdasan 30.40, $277DeepSeek V4 Pro 0813 (Reasoning, Max Effort) (DeepSeek): kecerdasan 36.00, $1122DeepSeek V4.1 Flash (Non-Reasoning) (DeepSeek): kecerdasan 24.70, $156DeepSeek V4.1 Flash (Reasoning, Max Effort) (DeepSeek): kecerdasan 39.50, $477Gemini 2.5 Pro (Google): kecerdasan 16.10, $707Gemini 3.1 Flash-Lite (Google): kecerdasan 15.60, $119Gemini 3.1 Pro Preview (Google): kecerdasan 29.70, $1310Gemini 3.5 Flash (high) (Google): kecerdasan 32.60, $2172Gemini 3.5 Flash-Lite (Google): kecerdasan 22.20, $267Gemini 3.6 Flash (high) (Google): kecerdasan 34.00, $1037Gemini 3.7 Flash (high) (Google): kecerdasan 39.10, $1084Gemini 3.8 Flash (high) (Google): kecerdasan 40.90, $1623Gemini 3.8 Flash (medium) (Google): kecerdasan 39.80, $1100GLM 5.3 Flash (Z AI): kecerdasan 41.80, $280GLM-5.1 (Reasoning) (Z AI): kecerdasan 26.10, $1487GLM-5.2 (max) (Z AI): kecerdasan 33.70, $2097GLM-5.3 (low) (Z AI): kecerdasan 34.30, $1013GLM-5.3 (max) (Z AI): kecerdasan 44.80, $2503GPT-5 mini (high) (OpenAI): kecerdasan 16.80, $189GPT-5.4 mini (xhigh) (OpenAI): kecerdasan 24.10, $1524GPT-5.4 nano (xhigh) (OpenAI): kecerdasan 20.70, $331GPT-5.5 (high) (OpenAI): kecerdasan 37.00, $3411GPT-5.5 (medium) (OpenAI): kecerdasan 33.80, $2095GPT-5.5 (xhigh) (OpenAI): kecerdasan 38.40, $5294GPT-5.5 Instant (June 2026) (OpenAI): kecerdasan 26.00, $1184GPT-5.6 Luna (high) (OpenAI): kecerdasan 32.10, $108GPT-5.6 Luna (max) (OpenAI): kecerdasan 37.30, $320GPT-5.6 Luna (medium) (OpenAI): kecerdasan 25.00, $44.3GPT-5.6 Luna (Non-reasoning) (OpenAI): kecerdasan 15.50, $23.0GPT-5.6 Luna (xhigh) (OpenAI): kecerdasan 34.60, $179GPT-5.6 Sol (high) (OpenAI): kecerdasan 42.30, $1487GPT-5.6 Sol (low) (OpenAI): kecerdasan 33.50, $637GPT-5.6 Sol (max) (OpenAI): kecerdasan 47.00, $3465GPT-5.6 Sol (medium) (OpenAI): kecerdasan 39.20, $997GPT-5.6 Sol (xhigh) (OpenAI): kecerdasan 44.00, $2082GPT-5.6 Terra (high) (OpenAI): kecerdasan 34.20, $768GPT-5.6 Terra (low) (OpenAI): kecerdasan 27.50, $350GPT-5.6 Terra (max) (OpenAI): kecerdasan 42.10, $2501GPT-5.6 Terra (medium) (OpenAI): kecerdasan 30.10, $447GPT-5.6 Terra (Non-reasoning) (OpenAI): kecerdasan 20.80, $256GPT-5.6 Terra (xhigh) (OpenAI): kecerdasan 38.00, $1187GPT-6 Astra (high) (OpenAI): kecerdasan 50.90, $2925GPT-6 Astra (low) (OpenAI): kecerdasan 45.80, $1537GPT-6 Astra (max) (OpenAI): kecerdasan 52.70, $5324GPT-6 Astra (medium) (OpenAI): kecerdasan 49.60, $2434GPT-6 Astra (xhigh) (OpenAI): kecerdasan 52.40, $3803GPT-6 Luna (max) (OpenAI): kecerdasan 37.30, $122GPT-6 Luna (Non-reasoning) (OpenAI): kecerdasan 18.30, $19.2GPT-6 Sol (high) (OpenAI): kecerdasan 42.80, $610GPT-6 Sol (low) (OpenAI): kecerdasan 33.90, $268GPT-6 Sol (medium) (OpenAI): kecerdasan 39.80, $417GPT-6 Sol (Non-reasoning) (OpenAI): kecerdasan 28.10, $448GPT-6 Sol (xhigh) (OpenAI): kecerdasan 44.10, $865gpt-oss-120b (high) (OpenAI): kecerdasan 11.60, $122gpt-oss-20b (high) (OpenAI): kecerdasan 9.00, $31.4Granite 4.2 3B (IBM): kecerdasan 9.10, $14.9Granite 4.2 8B (IBM): kecerdasan 11.10, $53.1Grok 4.3 (high) (SpaceXAI): kecerdasan 24.90, $363Grok 4.3 (Non-reasoning) (SpaceXAI): kecerdasan 14.00, $250Grok 4.5 (high) (SpaceXAI): kecerdasan 38.80, $1404Grok 4.6 (high) (SpaceXAI): kecerdasan 44.30, $2352Grok 4.6 (low) (SpaceXAI): kecerdasan 35.10, $761Grok 4.6 (medium) (SpaceXAI): kecerdasan 42.80, $1937Grok 4.6 (xhigh) (SpaceXAI): kecerdasan 44.20, $2830Grok 4.7 (high) (SpaceXAI): kecerdasan 46.30, $3881Grok 4.7 (xhigh) (SpaceXAI): kecerdasan 46.40, $4967Hy3 (Tencent): kecerdasan 25.30, $150Kimi K2.6 (Kimi): kecerdasan 27.00, $1528Kimi K2.7 Code (Kimi): kecerdasan 25.80, $993Kimi K3 (max) (Kimi): kecerdasan 43.60, $3658LongCat 2.0 (LongCat): kecerdasan 19.10, $221Mercury 2.5 (Inception): kecerdasan 12.30, $218MiMo-V2.5-Pro (Xiaomi): kecerdasan 26.00, $138MiniMax-M3 (MiniMax): kecerdasan 29.20, $538Ministral 3 14B (Mistral): kecerdasan 6.00, $37.6Ministral 3 3B (Mistral): kecerdasan 4.80, $12.2Ministral 3 8B (Mistral): kecerdasan 5.50, $27.5Mistral Large 3 (Mistral): kecerdasan 9.30, $46.4Mistral Medium 3.5 (Mistral): kecerdasan 14.20, $1264Mistral Small 3.1 (Mistral): kecerdasan 7.10, $38.1Mistral Small 4 (Reasoning) (Mistral): kecerdasan 11.30, $42.5Muse Glimmer (high) (Meta): kecerdasan 17.50, $149Muse Spark 1.1 (xhigh) (Meta): kecerdasan 33.70, $1737Muse Spark 1.2 (xhigh) (Meta): kecerdasan 39.60, $1385Muse Spark 1.3 (max) (Meta): kecerdasan 48.10, $2000Muse Spark 1.3 (xhigh) (Meta): kecerdasan 45.10, $1655Nemotron 3 Super 120B A12B (Reasoning) (NVIDIA): kecerdasan 12.80, $1319Nemotron 3 Ultra 550B A55B (Reasoning) (NVIDIA): kecerdasan 22.90, $805Nemotron 3.5 Lightning (NVIDIA): kecerdasan 12.90, $114NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) (NVIDIA): kecerdasan 8.90, $63.7Quasar 438B (max, based on GLM-5.2) (Multiverse Computing): kecerdasan 26.70, $2504Qwen3 235B A22B 2507 (Reasoning) (Alibaba): kecerdasan 12.70, $235Qwen3 30B A3B 2507 (Reasoning) (Alibaba): kecerdasan 9.80, $188Qwen3.5 122B A10B (Reasoning) (Alibaba): kecerdasan 15.60, $661Qwen3.5 397B A17B (Reasoning) (Alibaba): kecerdasan 18.40, $941Qwen3.5 9B (Reasoning) (Alibaba): kecerdasan 11.20, $329Qwen3.6 27B (Reasoning) (Alibaba): kecerdasan 21.40, $1145Qwen3.6 35B A3B (Reasoning) (Alibaba): kecerdasan 18.20, $896Qwen3.7 Max (Alibaba): kecerdasan 29.50, $2277Qwen3.7 Plus (Alibaba): kecerdasan 25.20, $428Qwen3.8 2.4T A95B (Alibaba): kecerdasan 39.90, $2633Qwen3.8 27B (low) (Alibaba): kecerdasan 26.20, $1060Qwen3.8 27B (medium) (Alibaba): kecerdasan 27.60, $1165Qwen3.8 27B (Non-reasoning) (Alibaba): kecerdasan 20.20, $2022Qwen3.8 27B (xhigh) (Alibaba): kecerdasan 33.70, $1336Qwen3.8 Max (Alibaba): kecerdasan 40.20, $3172Qwen3.8 Max (0902) (Alibaba): kecerdasan 45.40, $4935Qwen3.8-Flash-Next (Alibaba): kecerdasan 39.80, $363Ring-2.6-1T (InclusionAI): kecerdasan 16.60, $576Solar Pro 3 (Upstage): kecerdasan 7.80, $159Step 5 Preview (StepFun): kecerdasan 43.70, $929Trinity Large Thinking (Arcee AI): kecerdasan 10.80, $233GPT-6 Luna (low) (OpenAI): kecerdasan 20.90, $10.6GPT-5.6 Luna (low) (OpenAI): kecerdasan 21.00, $27.0GPT-6 Luna (medium) (OpenAI): kecerdasan 29.50, $31.2GPT-6 Luna (high) (OpenAI): kecerdasan 32.10, $47.6GPT-6 Luna (xhigh) (OpenAI): kecerdasan 33.90, $66.4MiMo-V2.6-Flash (Xiaomi): kecerdasan 37.90, $109MiMo-V2.6-Pro (Xiaomi): kecerdasan 46.30, $207Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): kecerdasan 46.70, $1176GPT-6 Sol (max) (OpenAI): kecerdasan 47.50, $1550Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): kecerdasan 51.20, $1627Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): kecerdasan 53.60, $2172Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): kecerdasan 56.00, $4057Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): kecerdasan 57.60, $8708Qwen3 Coder Next (Alibaba): kecerdasan 9.20, $476Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): kecerdasan 34.40, $3255Claude Sonnet 5 (xhigh)Qwen3 Coder NextGPT-6 Luna (low)Claude Opus 5.5 (max)
Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort)Qwen3 Coder NextPareto frontier hari iniBatas Pareto model dengan bobot yang dapat diunduh (open-weights frontier)Semua model lainnya
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