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

Qwen3.5 4B (Non-reasoning)

  • Alibaba
  • Open weights
  • Non-reasoning

Intelligence

Intelligence Index

#162 of 266
  1. 11.111Ling 3.0 Tiny
  2. 11.111Nova 2.0 Omni (Low)
  3. 1111Mi:dm K 2.5 Pro
  4. 10.811Trinity Large Thinking
  5. 10.811G9v3-3B
  6. 10.811Qwen3.5 4B (Non-reasoning)
  7. 10.611INTELLECT-3 (Based on GLM-4.5-Air)
  8. 10.410Solar Open 100B (Reasoning)
  9. 10.310Nemotron 3 Nano Omni 30B A3B Reasoning
  10. 10.210gpt-oss-120b (Low)
Data from Artificial Analysis

Evaluations

  • AA-Omniscience Accuracy11.2%#211
  • Humanity's Last Exam8%#169
  • AA-LCR34.7%#169
  • CritPt0%#143
  • MMMU-Pro62.1%#84
  • GPQA Diamond71.2%#114
  • IFBench33.3%#113
  • τ²-Bench Telecom87.7%#18
  • τ²-Bench Banking4.3%#94
  • Terminal-Bench Hard11.4%#53
Qwen3.5 4B (Non-reasoning)Median
Data from Artificial Analysis

Speed and price

Speed

tokens per second · #162 of 162
  1. 4343Hermes 4 - Llama-3.1 405B (Non-reasoning)
  2. 4343Hermes 4 - Llama-3.1 405B (Reasoning)
  3. 4141Qwen3.8 2.4T A95B
  4. 4040Qwen3.8 Max (0902)
  5. 3939Phi-4
  6. 3535Gemma 4 31B (Reasoning)
  7. 3333Command A
  8. 2626Llama 3.2 Instruct 11B (Vision)
  9. 1919Qwen3.5 4B (Reasoning)
  10. 1414Qwen3.5 4B (Non-reasoning)
Data from Artificial Analysis

Latency

seconds to first token · #29 of 162
  1. 0.90.9Ministral 3 8B
  2. 0.90.9Mistral Small 4 (Reasoning)
  3. 0.90.9GPT-6 Luna (Non-reasoning)
  4. 0.90.9GPT-5.5 Instant (June 2026)
  5. 0.90.9Qwen3.5 9B (Non-reasoning)
  6. 0.90.9Qwen3.5 4B (Non-reasoning)
  7. 0.90.9Gemma 4 E4B (Reasoning)
  8. 0.90.9Gemma 4 26B A4B (Reasoning)
  9. 0.90.9Qwen3.5 4B (Reasoning)
  10. 0.90.9Qwen3 Coder Next
Data from Artificial Analysis

Price

$ per 1M tokens (3:1) · #11 of 169
  1. $00Tiny Aya Global
  2. $0.040.04Gemma 4 E4B (Reasoning)
  3. $0.040.04Gemma 4 E4B (Non-reasoning)
  4. $0.050.05Granite 4.2 3B
  5. $0.060.06Qwen3.5 4B (Reasoning)
  6. $0.060.06Qwen3.5 4B (Non-reasoning)
  7. $0.060.06Nova Micro
  8. $0.070.07NVIDIA Nemotron Nano 9B V2 (Reasoning)
  9. $0.070.07Sarvam 105B (High)
  10. $0.090.09NVIDIA Nemotron Nano 9B V2 (Non-reasoning)
Data from Artificial Analysis

Nearby models

  • Ling 3.0 TinyInclusionAI11.1
  • Nova 2.0 Omni (Low)Amazon11.1
  • Mi:dm K 2.5 ProKorea Telecom11
  • Trinity Large ThinkingArcee AI10.8
  • G9v3-3BAI9Stars10.8
  • INTELLECT-3 (Based on GLM-4.5-Air)Prime Intellect10.6
  • Solar Open 100B (Reasoning)Upstage10.4
  • Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA10.3
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