r/LocalLLaMA · October 2026 ranking

r/LocalLLaMA — October 2026 ranking

Qwen 3.8 Flash Next — October 2026 (10 posts · 27 comments · November 10, 2026) vs Qwen 3.5 — October 2026 (10 posts · 366 comments · November 10, 2026) vs Qwen 3.8 27B — October 2026 (10 posts · 17 comments · November 10, 2026) vs Qwen 3.6 — October 2026 (10 posts · 375 comments · November 10, 2026) vs DeepSeek V4.1 — October 2026 (10 posts · 400 comments · November 10, 2026) vs Gemma 4 — October 2026 (10 posts · 400 comments · November 10, 2026).

This comparison scores 6 models across 10 categories, collected November 10, 2026 on r/localllama-2026-10.

Overall

+23.839999999999996 Qwen 3.8 Flash Next — October 2026

Category comparison

  • Intelligence

    Qwen 3.8 Flash Next — October 2026
    78Δ -4
    Qwen 3.5 — October 2026
    68Δ -14
    Qwen 3.8 27B — October 2026
    70Δ -12
    Qwen 3.6 — October 2026
    62Δ -20
    DeepSeek V4.1 — October 2026
    82
    Gemma 4 — October 2026
    55Δ -27
  • Coding quality

    Qwen 3.8 Flash Next — October 2026
    74
    Qwen 3.5 — October 2026
    74
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    50Δ -24
    DeepSeek V4.1 — October 2026
    55Δ -19
    Gemma 4 — October 2026
    38Δ -36
  • Instruction following

    Qwen 3.8 Flash Next — October 2026
    no data
    Qwen 3.5 — October 2026
    no data
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    58
    DeepSeek V4.1 — October 2026
    40Δ -18
    Gemma 4 — October 2026
    48Δ -10
  • Long context

    Qwen 3.8 Flash Next — October 2026
    72
    Qwen 3.5 — October 2026
    58Δ -14
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    66Δ -6
    DeepSeek V4.1 — October 2026
    30Δ -42
    Gemma 4 — October 2026
    no data
  • Price / value

    Qwen 3.8 Flash Next — October 2026
    68Δ -2
    Qwen 3.5 — October 2026
    70
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    70
    DeepSeek V4.1 — October 2026
    50Δ -20
    Gemma 4 — October 2026
    no data
  • Speed

    Qwen 3.8 Flash Next — October 2026
    74Δ -4
    Qwen 3.5 — October 2026
    68Δ -10
    Qwen 3.8 27B — October 2026
    60Δ -18
    Qwen 3.6 — October 2026
    78
    DeepSeek V4.1 — October 2026
    65Δ -13
    Gemma 4 — October 2026
    60Δ -18
  • Reliability & uptime

    Qwen 3.8 Flash Next — October 2026
    55
    Qwen 3.5 — October 2026
    no data
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    55
    DeepSeek V4.1 — October 2026
    35Δ -20
    Gemma 4 — October 2026
    no data
  • Creativity & writing

    Qwen 3.8 Flash Next — October 2026
    no data
    Qwen 3.5 — October 2026
    no data
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    40Δ -15
    DeepSeek V4.1 — October 2026
    no data
    Gemma 4 — October 2026
    55
  • Multimodal & vision

    Qwen 3.8 Flash Next — October 2026
    no data
    Qwen 3.5 — October 2026
    no data
    Qwen 3.8 27B — October 2026
    55
    Qwen 3.6 — October 2026
    no data
    DeepSeek V4.1 — October 2026
    50Δ -5
    Gemma 4 — October 2026
    no data
  • Agentic & tool use

    Qwen 3.8 Flash Next — October 2026
    76
    Qwen 3.5 — October 2026
    66Δ -10
    Qwen 3.8 27B — October 2026
    no data
    Qwen 3.6 — October 2026
    72Δ -4
    DeepSeek V4.1 — October 2026
    40Δ -36
    Gemma 4 — October 2026
    32Δ -44

Radar profile

255075100IntelligenceCodingInstructionsLong ctxValueSpeedReliabilityCreativityVisionAgentic
Qwen 3.8 Flash Next — October 2026Qwen 3.5 — October 2026Qwen 3.8 27B — October 2026Qwen 3.6 — October 2026DeepSeek V4.1 — October 2026Gemma 4 — October 2026

Radar shows all 10 categories. Models with missing data have incomplete shapes — missing: Qwen 3.8 Flash Next — October 2026 (no data: Instructions, Creativity, Vision); Qwen 3.5 — October 2026 (no data: Instructions, Reliability, Creativity, Vision); Qwen 3.8 27B — October 2026 (no data: Coding, Instructions, Long ctx, Value, Reliability, Creativity, Agentic); Qwen 3.6 — October 2026 (no data: Vision); DeepSeek V4.1 — October 2026 (no data: Creativity); Gemma 4 — October 2026 (no data: Long ctx, Value, Reliability, Vision).