Vascend
HorizonVascend IDEVascend CLICommunityBenchmarkContact
Sign inJoin Discord
HomeHorizonIDECLISign in
ChangelogIntelligenceCost per taskCoding Agent IndexCyber IndexDecision IndexBenchmarksSpeedLatencyPriceLeaderboard
Benchmark

Qwen3.5 122B A10B (Non-reasoning)

  • Alibaba
  • Open weights
  • Non-reasoning

Intelligence

Intelligence Index

#115 of 266
  1. 19.119LongCat 2.0
  2. 18.719JT-35B-Flash
  3. 18.519GPT-6 Luna (Non-reasoning)
  4. 18.418Qwen3.5 397B A17B (Reasoning)
  5. 18.218Qwen3.6 35B A3B (Reasoning)
  6. 17.718Qwen3.5 122B A10B (Non-reasoning)
  7. 17.518Muse Glimmer (High)
  8. 16.917Doubao Seed Code
  9. 16.717Gemma 4 26B A4B (Reasoning)
  10. 16.617Ring-2.6-1T
Data from Artificial Analysis

Evaluations

  • AA-Omniscience Accuracy19.1%#119
  • Humanity's Last Exam15.9%#114
  • AA-LCR61.3%#127
  • CritPt0.9%#106
  • MMMU-Pro70.3%#61
  • GPQA Diamond82.7%#61
  • IFBench50.8%#62
  • τ²-Bench Telecom84.5%#27
  • τ²-Bench Banking10.3%#69
  • Terminal-Bench Hard29.6%#21
Qwen3.5 122B A10B (Non-reasoning)Median
Data from Artificial Analysis

Speed and price

Speed

tokens per second · #48 of 162
  1. 158158Nemotron 3 Ultra 550B A55B (Reasoning)
  2. 152152GPT-5.5 Instant (June 2026)
  3. 152152o3
  4. 151151Muse Spark Open (Xhigh)
  5. 147147Qwen3.6 35B A3B (Non-reasoning)
  6. 143143Qwen3.5 122B A10B (Non-reasoning)
  7. 140140GPT-6 Luna (Max)
  8. 137137Gemini 3.8 Flash (High)
  9. 136136Apertus 8B Instruct
  10. 134134Claude Sonnet 5.5 (Max)
Data from Artificial Analysis

Latency

seconds to first token · #92 of 162
  1. 2.22.2Gemma 4 12B (Reasoning)
  2. 2.32.3Gemma 4 12B (Non-reasoning)
  3. 2.32.3Qwen3.5 122B A10B (Reasoning)
  4. 2.32.3Hermes 4 - Llama-3.1 405B (Non-reasoning)
  5. 2.32.3Qwen3.7 Plus
  6. 2.32.3Qwen3.5 122B A10B (Non-reasoning)
  7. 2.32.3Hermes 4 - Llama-3.1 405B (Reasoning)
  8. 2.32.3GPT-6 Astra (Low)
  9. 2.42.4Mistral Medium 3.5
  10. 2.42.4GLM-5.3 (Max)
Data from Artificial Analysis

Price

$ per 1M tokens (3:1) · #97 of 169
  1. $0.850.85Nova 2.0 Lite (High)
  2. $0.850.85Nova 2.0 Lite (Medium)
  3. $0.850.85Nova 2.0 Lite (Low)
  4. $0.850.85Nova 2.0 Lite (Non-reasoning)
  5. $0.980.98Apodex 1.1
  6. $1.11.1Qwen3.5 122B A10B (Non-reasoning)
  7. $1.11.1Qwen3.5 122B A10B (Reasoning)
  8. $1.131.13Qwen3.8 27B (Xhigh)
  9. $1.131.13Qwen3.8 27B (Medium)
  10. $1.131.13Qwen3.8 27B (Low)
Data from Artificial Analysis

Nearby models

  • LongCat 2.0LongCat19.1
  • JT-35B-FlashChina Mobile18.7
  • GPT-6 Luna (Non-reasoning)OpenAI18.5
  • Qwen3.5 397B A17B (Reasoning)Alibaba18.4
  • Qwen3.6 35B A3B (Reasoning)Alibaba18.2
  • Muse Glimmer (High)Meta17.5
  • Doubao Seed CodeByteDance Seed16.9
  • Gemma 4 26B A4B (Reasoning)Google16.7
Data from Artificial Analysis

Same lab

  • Qwen3.8 Max (0902)Alibaba45.4
  • Qwen3.8 2.4T A95BAlibaba39.9
  • Qwen3.8-Flash-NextAlibaba39.8
  • Qwen3.8 27B (Xhigh)Alibaba33.7
  • Qwen3.8 27B (Medium)Alibaba27.6
  • Qwen3.8 27B (Low)Alibaba26.2
  • Qwen3.7 PlusAlibaba25.2
  • Qwen3.5 397B A17B (Non-reasoning)Alibaba21.4
Data from Artificial Analysis
HorizonVascend IDEOlympusTalosCoursesCommunityBenchmark
DiscordGitHubXLet’s talkLegalPrivacyCookiesData useSecurity
© 2026 Vascend Technologies · VAT IT04911550616
ascend