Gemini 3.5 Flash (high) vs Qwen3 Coder Next

Mana yang lebih baik untuk uang: Gemini 3.5 Flash (high) oleh Google atau Qwen3 Coder Next oleh Alibaba? Kecerdasan, total biaya benchmark, dan waktu end-to-end dari Artificial Analysis & sumber lain, cuplikan 2026-09-25.

Kompromi
GoogleGemini 3.5 Flash (high)Di luar batas Pareto
Skor kecerdasan (Intelligence Index)
32.60
Biaya benchmark (USD)
$2172
AlibabaQwen3 Coder NextDi luar batas Pareto
Skor kecerdasan (Intelligence Index)
9.20
Biaya benchmark (USD)
$476
Kesimpulan

Tergantung anggaran Anda

Gemini 3.5 Flash (high) mendapat 23.4 poin lebih tinggi (32.6 vs 9.2), tetapi biaya menjalankan benchmark-nya 4.6× lebih besar ($2172 vs $476; kelas biaya unggulan vs menengah). Keduanya bukan alternatif di anggaran yang sama: pilih Gemini 3.5 Flash (high) jika Anda butuh kecerdasan di atas 9.2, dan Qwen3 Coder Next jika 9.2 sudah cukup.

MetrikGemini 3.5 Flash (high)Qwen3 Coder NextSelisih
Kecerdasan (lebih tinggi lebih baik)32.69.2−71.8% Qwen3 Coder Next 71.8% kurang cerdas
Total biaya AA (lebih rendah lebih baik)$2,172.43$476.23−78.1% Qwen3 Coder Next 78.1% lebih murah
Waktu ujung ke ujung (lebih rendah lebih baik)15.69s5.81s−63.0% Qwen3 Coder Next 63.0% lebih cepat
Harga per 1 juta token (masuk/keluar)$1.50 / $9.00$0.35 / $1.20
Jenis inputText, Image, Speech, VideoTeks

Qwen3 Coder Next dibanding Gemini 3.5 Flash (high): kecerdasan 71.8% lebih rendah, biaya menjalankan benchmark AA 78.1% lebih rendah, dan waktu total 63.0% lebih cepat.

Buka pertarungan ini di pemilih interaktifGemini 3.5 Flash (high): 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, $524Claude 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 (Adaptive Reasoning, Xhigh Effort) (Anthropic): kecerdasan 34.40, $3255DeepSeek 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, $191DeepSeek 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-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, $1559GLM-5.3 (low) (Z AI): kecerdasan 34.30, $3294GLM-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, $1438GPT-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 (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, $332Grok 4.3 (Non-reasoning) (SpaceXAI): kecerdasan 14.00, $203Grok 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, $156Inkling (xhigh) (Thinking Machines): kecerdasan 25.00, $1026Kimi 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, $128MiMo-V2.5-Pro (Xiaomi): kecerdasan 26.00, $138MiniMax-M2.7 (MiniMax): kecerdasan 22.80, $236MiniMax-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, $72.3Mistral Medium 3.5 (Mistral): kecerdasan 14.20, $1160Mistral 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, $758Nemotron 3.5 Lightning (NVIDIA): kecerdasan 12.90, $112NVIDIA 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, $941Qwen3.6 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, $528Qwen3.8 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, $925GPT-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, $66.4GPT-6 Luna (max) (OpenAI): kecerdasan 37.30, $122MiMo-V2.6-Pro (Xiaomi): kecerdasan 46.30, $207GPT-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, $476Gemini 3.5 Flash (high) (Google): kecerdasan 32.60, $2172Gemini 3.5 Flash (high)Qwen3 Coder NextGPT-6 Luna (low)Claude Opus 5.5 (max)
Gemini 3.5 Flash (high)Qwen3 Coder NextPareto frontier hari iniBatas Pareto model dengan bobot yang dapat diunduh (open-weights frontier)Semua model lainnya
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Agen: Accept: text/markdown or ?format=md mengembalikan halaman ini sebagai Markdown. JSON: /api/v1/compare/gemini-3-5-flash/qwen3-coder-next · Markdown: /api/v1/compare/gemini-3-5-flash/qwen3-coder-next?format=md · llms.txt · keterampilan agen