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NVIDIA · released 2026-08-11

Nemotron 3.5 Lightning

Measured on 65 benchmarks.

5.6

#63 of 68 models

Strengths

  • Nemotron 3.5 Lightning
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%0.0%#64 of 68
  2. Terminal-Bench v4-AA10%0.5%#54 of 68
  3. AA-Briefcase v1.115%507#61 of 68
  4. AutomationBench-AA5%0.8%#65 of 68
  5. Terminal-Bench-Science-AA15%0.0%#49 of 68
  6. HLE-Diamond10%4.5%#64 of 68
  7. CritPt v2 Hard Subset10%1.5%#62 of 68
  8. AA-Omniscience v1.1 Accuracy10%14.7%#63 of 68
  9. AA-Omniscience v1.1 Non-hallucination5%64.3%#28 of 68
  10. GDP.pdf5%3.0%#62 of 68

Bars show where Nemotron 3.5 Lightning sits among the 68 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 68 ranked models

Cost per task

cheapest of 50

free

Time per task

#5 quickest of 49

4.4 min

Output speed

#3 fastest of 60

245 tok/s

Time to first token

#3 quickest of 60

0.9s

Output tokens per task

#18 fewest of 53

65k

Time per task: Artificial Analysis · computed, not timed: output tokens per Intelligence Index task divided by output speed, without tool time. Method changed Nov 4, 2026.

Token price

$0.036 per 1M tokens at API prices

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

This ranking’s benchmarks

10 of 10 measured

agentic

AutomationBench-AA

245 results
  1. #219default of 2450.8%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #199default of 250507

Leader: Sonnet 5.5 · 1813

reasoning

CritPt v2 Hard Subset

116 results
  1. #106default of 1161.5%

Leader: GPT-6 Astra · 72.0%

coding

FrontierCode 2.0-AA

113 results
  1. #107default of 1130.0%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

243 results
  1. #202default of 2433.0%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

153 results
  1. #139default of 1534.5%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

123 results
  1. #116default of 12314.7%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

123 results
  1. #37default of 12364.3%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

126 results
  1. #112default of 1260.0%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

241 results
  1. #162default of 2410.5%

Leader: Kimi K3.1 · 67.2%

All 65 benchmarks

show 55 more