Claude Sonnet 5.5 (Xhigh, Default Fallback) vs Qwen3.5 122B A10B (Reasoning)

Mana yang lebih baik untuk uang: Claude Sonnet 5.5 (Xhigh, Default Fallback) oleh Anthropic atau Qwen3.5 122B A10B (Reasoning) oleh Alibaba? Kecerdasan, total biaya benchmark, dan waktu end-to-end dari Artificial Analysis & sumber lain, cuplikan 2026-10-27.

Kompromi
AnthropicClaude Sonnet 5.5 (Xhigh, Default Fallback)Di luar batas Pareto
Skor kecerdasan (Intelligence Index)
51.90
Biaya benchmark (USD)
$2177
AlibabaQwen3.5 122B A10B (Reasoning)Di luar batas Pareto
Skor kecerdasan (Intelligence Index)
15.60
Biaya benchmark (USD)
$661
Kesimpulan

Tergantung anggaran Anda

Claude Sonnet 5.5 (Xhigh, Default Fallb… mendapat 36.3 poin lebih tinggi (51.9 vs 15.6), tetapi biaya menjalankan benchmark-nya 3.3× lebih besar ($2177 vs $661; kelas biaya unggulan vs premium). Keduanya bukan alternatif di anggaran yang sama: pilih Claude Sonnet 5.5 (Xhigh, Default Fallb… jika Anda butuh kecerdasan di atas 15.6, dan Qwen3.5 122B A10B (Reasoning) jika 15.6 sudah cukup.

MetrikClaude Sonnet 5.5 (Xhigh, Default Fallback)Qwen3.5 122B A10B (Reasoning)Selisih
Kecerdasan (lebih tinggi lebih baik)51.915.6−69.9% Qwen3.5 122B A10B (Re… 69.9% kurang cerdas
Total biaya AA (lebih rendah lebih baik)$2,176.82$661.29−69.6% Qwen3.5 122B A10B (Re… 69.6% lebih murah
Waktu ujung ke ujung (lebih rendah lebih baik)33.80s21.24s−37.2% Qwen3.5 122B A10B (Re… 37.2% lebih cepat
Harga per 1 juta token (masuk/keluar)$2.00 / $10.0$0.40 / $3.20
Jenis inputTeks, GambarTeks, Gambar

Qwen3.5 122B A10B (Reasoning) dibanding Claude Sonnet 5.5 (Xhigh, Default Fallback): kecerdasan 69.9% lebih rendah, biaya menjalankan benchmark AA 69.6% lebih rendah, dan waktu total 37.2% lebih cepat.

Buka pertarungan ini di pemilih interaktifClaude Sonnet 5.5 (Xhigh, Default Fallback): model apa yang mengunggulinyaQwen3.5 122B A10B (Reasoning): 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, $939Beam 1.0 (Reflection): kecerdasan 30.30, $209Celeris-1 (Celeris): kecerdasan 6.30, $60.0Claude 4.5 Haiku (Reasoning) (Anthropic): kecerdasan 16.90, $547Claude 4.5 Sonnet (Reasoning) (Anthropic): kecerdasan 20.70, $1501Claude Fable 5 (Max, Opus 4.8 Fallback) (Anthropic): kecerdasan 49.60, $11161Claude Fable 5.1 (High, Default Fallback) (Anthropic): kecerdasan 51.20, $5242Claude Fable 5.1 (Low, Default Fallback) (Anthropic): kecerdasan 46.80, $3158Claude Fable 5.1 (Max, Default Fallback) (Anthropic): kecerdasan 53.40, $13129Claude Fable 5.1 (Medium, Default Fallback) (Anthropic): kecerdasan 48.90, $3983Claude Fable 5.1 (Xhigh, Default Fallback) (Anthropic): kecerdasan 53.20, $9063Claude Haiku 5.5 (Low) (Anthropic): kecerdasan 29.50, $34.3Claude Haiku 5.5 (Max) (Anthropic): kecerdasan 43.40, $330Claude Opus 4.8 (Max) (Anthropic): kecerdasan 41.80, $6874Claude Opus 5 (High) (Anthropic): kecerdasan 48.10, $4332Claude Opus 5 (Low) (Anthropic): kecerdasan 39.40, $1561Claude Opus 5 (Max) (Anthropic): kecerdasan 50.80, $7275Claude Opus 5 (Medium) (Anthropic): kecerdasan 44.80, $2732Claude Opus 5 (Xhigh) (Anthropic): kecerdasan 49.70, $5868Claude Opus 5.5 (Low, Default Fallback) (Anthropic): kecerdasan 42.30, $860Claude Opus 5.5 (Medium, Default Fallback) (Anthropic): kecerdasan 51.20, $1627Claude Sonnet 4.6 (Max) (Anthropic): kecerdasan 30.10, $4925Claude Sonnet 5 (High) (Anthropic): kecerdasan 31.70, $2086Claude Sonnet 5 (Low) (Anthropic): kecerdasan 24.30, $653Claude Sonnet 5 (Max) (Anthropic): kecerdasan 38.20, $6998Claude Sonnet 5 (Medium) (Anthropic): kecerdasan 28.10, $1218Claude Sonnet 5 (Xhigh) (Anthropic): kecerdasan 34.40, $3255Claude Sonnet 5.5 (High, Default Fallback) (Anthropic): kecerdasan 46.80, $1027Claude Sonnet 5.5 (Low, Default Fallback) (Anthropic): kecerdasan 35.90, $482Claude Sonnet 5.5 (Max, Default Fallback) (Anthropic): kecerdasan 56.00, $7260Claude Sonnet 5.5 (Medium, Default Fallback) (Anthropic): kecerdasan 40.80, $622DeepSeek R1 (Jan '25) (DeepSeek): kecerdasan 11.40, $461DeepSeek V3 (Dec '24) (DeepSeek): kecerdasan 8.50, $25.4DeepSeek V3 0324 (DeepSeek): kecerdasan 9.70, $19.4DeepSeek V4 Flash 0420 (High) (DeepSeek): kecerdasan 24.40, $144DeepSeek V4 Flash 0420 (Max) (DeepSeek): kecerdasan 24.20, $159DeepSeek V4 Flash 0731 (Max) (DeepSeek): kecerdasan 34.30, $201DeepSeek V4 Flash Vision (Max) (DeepSeek): kecerdasan 34.80, $1081DeepSeek V4 Pro 0424 (Max) (DeepSeek): kecerdasan 30.40, $277DeepSeek V4 Pro 0813 (Max) (DeepSeek): kecerdasan 36.00, $1122DeepSeek V4 Pro 0813 (Non-reasoning) (DeepSeek): kecerdasan 20.40, $451DeepSeek V4.1 Flash (Max) (DeepSeek): kecerdasan 39.50, $525DeepSeek V4.1 Flash (Non-reasoning) (DeepSeek): kecerdasan 24.70, $227DeepSeek V4.1 Flash 1017 (Max) (DeepSeek): kecerdasan 45.10, $445Gemini 2.5 Pro (Google): kecerdasan 16.10, $804Gemini 3.1 Flash-Lite (Google): kecerdasan 15.60, $156Gemini 3.1 Pro Preview (Google): kecerdasan 29.70, $2072Gemini 3.5 Flash (High) (Google): kecerdasan 32.60, $3534Gemini 3.5 Flash-Lite (Google): kecerdasan 22.20, $337Gemini 3.6 Flash (High) (Google): kecerdasan 34.00, $1614Gemini 3.8 Flash (High) (Google): kecerdasan 40.90, $3770Gemini 3.8 Flash (Medium) (Google): kecerdasan 39.80, $2703Gemma 4 E4B (Reasoning) (Google): kecerdasan 8.90, $14.7GLM-5.1 (Reasoning) (Z AI): kecerdasan 26.10, $1212GLM-5.2 (Max) (Z AI): kecerdasan 33.70, $1896GLM-5.3 (Low) (Z AI): kecerdasan 34.30, $1013GLM-5.3 (Max) (Z AI): kecerdasan 44.80, $2503GLM-5.3-Flash (Z AI): kecerdasan 41.80, $306GPT-5 mini (High) (OpenAI): kecerdasan 16.80, $189GPT-5.4 mini (Xhigh) (OpenAI): kecerdasan 24.10, $1349GPT-5.4 nano (Xhigh) (OpenAI): kecerdasan 20.70, $331GPT-5.5 (High) (OpenAI): kecerdasan 37.00, $3181GPT-5.5 (Medium) (OpenAI): kecerdasan 33.80, $1833GPT-5.5 (Xhigh) (OpenAI): kecerdasan 38.40, $4587GPT-5.5 Instant (June 2026) (OpenAI): kecerdasan 26.00, $987GPT-5.6 Luna (High) (OpenAI): kecerdasan 32.10, $108GPT-5.6 Luna (Low) (OpenAI): kecerdasan 21.00, $27.0GPT-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 (Non-reasoning) (OpenAI): kecerdasan 18.50, $19.2GPT-6 Sol (High) (OpenAI): kecerdasan 42.40, $605GPT-6 Sol (Low) (OpenAI): kecerdasan 34.20, $269GPT-6 Sol (Max) (OpenAI): kecerdasan 47.60, $1536GPT-6 Sol (Medium) (OpenAI): kecerdasan 39.80, $416GPT-6 Sol (Non-reasoning) (OpenAI): kecerdasan 28.50, $449GPT-6 Sol (Xhigh) (OpenAI): kecerdasan 44.20, $855GPT-6.1 Sol (Low) (OpenAI): kecerdasan 42.10, $250GPT-6.1 Terra (High) (OpenAI): kecerdasan 43.90, $239GPT-6.1 Terra (Low) (OpenAI): kecerdasan 36.20, $115GPT-6.1 Terra (Max) (OpenAI): kecerdasan 48.10, $909GPT-6.1 Terra (Non-reasoning) (OpenAI): kecerdasan 33.50, $154GPT-6.1 Terra (Xhigh) (OpenAI): kecerdasan 45.40, $365gpt-oss-120b (High) (OpenAI): kecerdasan 11.60, $123gpt-oss-20b (High) (OpenAI): kecerdasan 9.00, $28.8Granite 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, $216Grok 4.5 (High) (SpaceXAI): kecerdasan 38.80, $1120Grok 4.6 (High) (SpaceXAI): kecerdasan 44.30, $1963Grok 4.6 (Low) (SpaceXAI): kecerdasan 35.10, $614Grok 4.6 (Medium) (SpaceXAI): kecerdasan 42.80, $1557Grok 4.6 (Xhigh) (SpaceXAI): kecerdasan 44.20, $2242Grok 4.7 (High) (SpaceXAI): kecerdasan 46.30, $3473Grok 4.7 (Low) (SpaceXAI): kecerdasan 42.20, $1407Grok 4.7 (Xhigh) (SpaceXAI): kecerdasan 46.40, $4438Hy3 (Tencent): kecerdasan 25.30, $150Inkling (Xhigh) (Thinking Machines): kecerdasan 25.00, $1015Inkling Small (Thinking Machines): kecerdasan 25.70, $241Kimi K2.6 (Reasoning) (Kimi): kecerdasan 27.00, $1409Kimi K2.7 Code (Kimi): kecerdasan 25.80, $993Kimi K3 (Low) (Kimi): kecerdasan 30.10, $1190Kimi K3 (Max) (Kimi): kecerdasan 43.60, $3658Ling 3.0 Flash (InclusionAI): kecerdasan 20.10, $89.8Ling 3.1 Flash (InclusionAI): kecerdasan 41.10, $1015Ling 3.1 Flash 1019 (InclusionAI): kecerdasan 43.90, $1552Llama 4 Maverick (Meta): kecerdasan 9.30, $44.0Llama 4 Scout (Meta): kecerdasan 6.50, $73.6LongCat 2.0 (LongCat): kecerdasan 19.10, $545Mercury 2 (Inception): kecerdasan 10.80, $175Mercury 2.5 (Inception): kecerdasan 12.30, $189MiMo-V2.5 (Xiaomi): kecerdasan 21.80, $66.1MiMo-V2.5-Pro (Reasoning) (Xiaomi): kecerdasan 26.00, $240MiniMax-M2.7 (MiniMax): kecerdasan 22.80, $243MiniMax-M3 (MiniMax): kecerdasan 29.20, $538MiniMax-M3.1-Flash (MiniMax): kecerdasan 42.70, $283Ministral 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 Large 4 Preview (Mistral): kecerdasan 38.40, $2003Mistral Medium 3.5 (Mistral): kecerdasan 14.20, $1147Mistral Small 3.1 (Mistral): kecerdasan 7.10, $27.8Mistral Small 3.2 (Mistral): kecerdasan 7.00, $122Mistral Small 4 (Reasoning) (Mistral): kecerdasan 11.30, $45.0Muse Glimmer (High) (Meta): kecerdasan 17.50, $146Muse Spark 1.1 (Xhigh) (Meta): kecerdasan 33.70, $1527Muse Spark 1.2 (Xhigh) (Meta): kecerdasan 39.60, $1215Muse Spark 1.3 (Max) (Meta): kecerdasan 48.10, $1736Muse Spark 1.3 (Xhigh) (Meta): kecerdasan 45.10, $1433Muse Spark Open (Xhigh) (Meta): kecerdasan 38.90, $1185Muse Wonder (Max) (Meta): kecerdasan 52.40, $4711Nemotron 3 Super 120B A12B (Reasoning) (NVIDIA): kecerdasan 12.80, $1319Nemotron 3 Ultra 550B A55B (Reasoning) (NVIDIA): kecerdasan 22.90, $596Nemotron 3.5 Lightning (NVIDIA): kecerdasan 12.90, $99.0Nemotron 3.5 Super VL (NVIDIA): kecerdasan 26.50, $283NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) (NVIDIA): kecerdasan 8.90, $63.7o3-mini (High) (OpenAI): kecerdasan 11.00, $349Quasar 438B (Max, Based on GLM-5.2) (Multiverse Computing): kecerdasan 26.70, $246Qwen3 235B A22B 2507 (Reasoning) (Alibaba): kecerdasan 12.70, $234Qwen3 Coder Next (Alibaba): kecerdasan 9.20, $407Qwen3.5 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, $1965Qwen3.7 Plus (Alibaba): kecerdasan 25.20, $428Qwen3.8 2.4T A95B (Alibaba): kecerdasan 39.90, $2632Qwen3.8 27B (Low) (Alibaba): kecerdasan 26.20, $1165Qwen3.8 27B (Medium) (Alibaba): kecerdasan 27.60, $1278Qwen3.8 27B (Non-reasoning) (Alibaba): kecerdasan 20.20, $2022Qwen3.8 27B (Xhigh) (Alibaba): kecerdasan 33.70, $1459Qwen3.8 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 Mini 4 (Upstage): kecerdasan 24.10, $659Solar Pro 3 (Upstage): kecerdasan 7.80, $131Solar Pro 4 (Upstage): kecerdasan 26.60, $737Step 5 Preview (StepFun): kecerdasan 43.70, $1190Trinity Large Thinking (Arcee AI): kecerdasan 10.80, $233GPT-6 Luna (Low) (OpenAI): kecerdasan 21.50, $10.6GPT-6 Luna (Medium) (OpenAI): kecerdasan 29.90, $31.2GPT-6 Luna (High) (OpenAI): kecerdasan 32.90, $47.9Claude Haiku 5.5 (Medium) (Anthropic): kecerdasan 34.50, $56.4GPT-6 Luna (Xhigh) (OpenAI): kecerdasan 34.60, $66.8Claude Haiku 5.5 (High) (Anthropic): kecerdasan 37.80, $94.1MiMo-V2.6-Flash (Xiaomi): kecerdasan 37.90, $110GPT-6 Luna (Max) (OpenAI): kecerdasan 38.10, $122Claude Haiku 5.5 (Xhigh) (Anthropic): kecerdasan 41.20, $158GPT-6.1 Terra (Medium) (OpenAI): kecerdasan 41.30, $175MiMo-V2.6-Pro (Xiaomi): kecerdasan 46.30, $207GPT-6.1 Sol (Medium) (OpenAI): kecerdasan 47.80, $361GPT-6.1 Sol (High) (OpenAI): kecerdasan 50.20, $521GPT-6.1 Sol (Xhigh) (OpenAI): kecerdasan 51.00, $662GPT-6.1 Sol (Max) (OpenAI): kecerdasan 51.80, $1082Gemini 4 Argon (High) (Google): kecerdasan 52.60, $2101Claude Opus 5.5 (High, Default Fallback) (Anthropic): kecerdasan 53.60, $2172Kimi K3.1 Pro (Kimi): kecerdasan 55.10, $3117Claude Opus 5.5 (Xhigh, Default Fallback) (Anthropic): kecerdasan 56.00, $4057Claude Opus 5.5 (Max, Default Fallback) (Anthropic): kecerdasan 57.60, $8708Qwen3.5 122B A10B (Reasoning) (Alibaba): kecerdasan 15.60, $661Claude Sonnet 5.5 (Xhigh, Default Fallback) (Anthropic): kecerdasan 51.90, $2177Claude Sonnet 5.5 (Xhigh, Default Fallback)Qwen3.5 122B A10B (Reasoning)GPT-6 Luna (Low)Claude Opus 5.5 (Max, Default Fallback)
Claude Sonnet 5.5 (Xhigh, Default Fallback)Qwen3.5 122B A10B (Reasoning)Pareto frontier hari iniBatas Pareto model dengan bobot yang dapat diunduh (open-weights frontier)Semua model lainnya
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