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Best local LLMs for the NVIDIA Jetson Orin Nano Super (8 GB)

Each list assumes the context length that task usually needs, so a model that fits for chat may drop down the list for long documents.

General chat at 8K context

  1. 84 ptsGreat (A) · 84 of 100 points: Model quality 26.1/45, Memory fit 25.0/25, Speed 12.9/15, Memory use 15.0/15, workload match +5.0 TMax 4B Q4_K_M · 29.7 tok/s · Runs well
  2. 83 ptsGreat (A) · 83 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 12.3/15, Memory use 15.0/15, workload match +5.0 Qwen3.5 4B Q4_K_M · 26.9 tok/s · Runs well
  3. 83 ptsGreat (A) · 83 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 11.7/15, Memory use 15.0/15, workload match +5.0 Gemma 4 E2B Q4_K_M · 24.5 tok/s · Runs well
  4. 83 ptsGreat (A) · 83 of 100 points: Model quality 25.7/45, Memory fit 25.0/25, Speed 12.5/15, Memory use 15.0/15, workload match +5.0 Agents-A1 4B Q4_K_M · 27.6 tok/s · Runs well
  5. 82 ptsGreat (A) · 82 of 100 points: Model quality 24.8/45, Memory fit 25.0/25, Speed 12.5/15, Memory use 15.0/15, workload match +5.0 Fara 1.5 4B Q4_K_M · 27.6 tok/s · Runs well

Coding at 32K context

  1. 79 ptsGreat (A) · 79 of 100 points: Model quality 26.1/45, Memory fit 25.0/25, Speed 12.9/15, Memory use 15.0/15 TMax 4B Q4_K_M · 29.7 tok/s · Runs well
  2. 78 ptsGreat (A) · 78 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 12.3/15, Memory use 15.0/15 Qwen3.5 4B Q4_K_M · 26.9 tok/s · Runs well
  3. 78 ptsGreat (A) · 78 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 11.7/15, Memory use 15.0/15 Gemma 4 E2B Q4_K_M · 24.5 tok/s · Runs well
  4. 78 ptsGreat (A) · 78 of 100 points: Model quality 25.7/45, Memory fit 25.0/25, Speed 12.5/15, Memory use 15.0/15 Agents-A1 4B Q4_K_M · 27.6 tok/s · Runs well
  5. 77 ptsGreat (A) · 77 of 100 points: Model quality 24.8/45, Memory fit 25.0/25, Speed 12.5/15, Memory use 15.0/15 Fara 1.5 4B Q4_K_M · 27.6 tok/s · Runs well

Reasoning at 32K context

  1. 83 ptsGreat (A) · 83 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 12.3/15, Memory use 15.0/15, workload match +5.0 Qwen3.5 4B Q4_K_M · 26.9 tok/s · Runs well
  2. 79 ptsGreat (A) · 79 of 100 points: Model quality 21.4/45, Memory fit 25.0/25, Speed 13.3/15, Memory use 15.0/15, workload match +5.0 Nemotron 3 Nano 4B Q4_K_M · 31.5 tok/s · Runs well
  3. 79 ptsGreat (A) · 79 of 100 points: Model quality 26.1/45, Memory fit 25.0/25, Speed 12.9/15, Memory use 15.0/15 TMax 4B Q4_K_M · 29.7 tok/s · Runs well
  4. 78 ptsGreat (A) · 78 of 100 points: Model quality 23.3/45, Memory fit 24.0/25, Speed 11.4/15, Memory use 15.0/15, workload match +5.0 TMax 9B Q2_K · 23.0 tok/s · Tight fit
  5. 78 ptsGreat (A) · 78 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 11.7/15, Memory use 15.0/15 Gemma 4 E2B Q4_K_M · 24.5 tok/s · Runs well

Documents (RAG) at 32K context

  1. 80 ptsGreat (A) · 80 of 100 points: Model quality 25.7/45, Memory fit 24.0/25, Speed 10.7/15, Memory use 15.0/15, workload match +5.0 Gemma 4 E4B Q3_K_M · 20.2 tok/s · Tight fit
  2. 80 ptsGreat (A) · 80 of 100 points: Model quality 22.2/45, Memory fit 24.0/25, Speed 13.9/15, Memory use 15.0/15, workload match +5.0 Granite 4.2 3B Q4_K_M · 34.2 tok/s · Tight fit
  3. 79 ptsGreat (A) · 79 of 100 points: Model quality 26.1/45, Memory fit 25.0/25, Speed 12.9/15, Memory use 15.0/15 TMax 4B Q4_K_M · 29.7 tok/s · Runs well
  4. 78 ptsGreat (A) · 78 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 12.3/15, Memory use 15.0/15 Qwen3.5 4B Q4_K_M · 26.9 tok/s · Runs well
  5. 78 ptsGreat (A) · 78 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 11.7/15, Memory use 15.0/15 Gemma 4 E2B Q4_K_M · 24.5 tok/s · Runs well

Agents & tools at 64K context

  1. 83 ptsGreat (A) · 83 of 100 points: Model quality 26.1/45, Memory fit 24.0/25, Speed 12.9/15, Memory use 15.0/15, workload match +5.0 TMax 4B Q4_K_M · 29.7 tok/s · Tight fit
  2. 82 ptsGreat (A) · 82 of 100 points: Model quality 25.7/45, Memory fit 24.0/25, Speed 12.5/15, Memory use 15.0/15, workload match +5.0 Agents-A1 4B Q4_K_M · 27.6 tok/s · Tight fit
  3. 81 ptsGreat (A) · 81 of 100 points: Model quality 24.8/45, Memory fit 24.0/25, Speed 12.5/15, Memory use 15.0/15, workload match +5.0 Fara 1.5 4B Q4_K_M · 27.6 tok/s · Tight fit
  4. 78 ptsGreat (A) · 78 of 100 points: Model quality 26.5/45, Memory fit 25.0/25, Speed 11.7/15, Memory use 15.0/15 Gemma 4 E2B Q4_K_M · 24.5 tok/s · Runs well
  5. 77 ptsGreat (A) · 77 of 100 points: Model quality 18.8/45, Memory fit 24.0/25, Speed 15.0/15, Memory use 15.0/15, workload match +5.0 Granite 4.0 H Tiny (7B-A1B) Q4_K_M · 62.6 tok/s · Tight fit

Estimates come from published hardware specs and our open formulas, not from running the model on your machine. Real speed varies with runtime, drivers and settings. Numbers marked “Measured” come from a linked benchmark.