Model comparison

Gemini 3.5 Flash vs Gemini Robotics-ER 1.6

Gemini 3.5 Flash has enough public results to be ranked (#29); Gemini Robotics-ER 1.6 does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Gemini 3.5 Flash Google

54.1

Rank #29 Confirmed

Gemini Robotics-ER 1.6 Google

32.8

Unranked Sparse

Summary

  • They share 1 benchmark with published results for both. Gemini 3.5 Flash scores higher in 1 category and Gemini Robotics-ER 1.6 in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in multimodal, where Gemini 3.5 Flash leads 45.7 to 27.0.
  • The biggest single-benchmark swing is Blueprint-Bench 2: 33.6% for Gemini 3.5 Flash and 0% for Gemini Robotics-ER 1.6.

Side by side

Gemini 3.5 Flash and Gemini Robotics-ER 1.6 specifications
Gemini 3.5 FlashGemini Robotics-ER 1.6
ProviderGoogleGoogle
Noometry Index54.132.8
Released2026-05-192026-04-14
WeightsProprietaryProprietary
Context window1.05M—
Max output66K—
Input $ / M tokens$1.50—
Output $ / M tokens$9—
Results tracked541

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Category by category

Coding Not comparable

Gemini 3.5 Flash: 49.1 (#46), Gemini Robotics-ER 1.6: —

Coding benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
SWE-bench Verified79.3%—
DeepSWE37.4%—
LMArena WebDev1499—
SciCode53.1%—
WeirdML62.6%—
LMArena Coding1492—
ALE-Bench911.02—

Agentic & Tool Use Not comparable

Gemini 3.5 Flash: 24.8 (#107), Gemini Robotics-ER 1.6: —

Agentic & Tool Use benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
APEX-Agents27.5%—
GBAEval6.7%—
GDP.pdf14%—
Vending-Bench 25,396—

Reasoning Not comparable

Gemini 3.5 Flash: 62.7 (#16), Gemini Robotics-ER 1.6: —

Reasoning benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
ARC-AGI-272.1%—
SimpleBench76.7%—
NYT Connections (extended)92.6%—
ARC-AGI-192.5%—
CritPt13.1%—
Chess Puzzles50%—
EnigmaEval25.4%—
EBR-Bench4.8%—
LMArena Hard Prompts1488—
Mystery Game Puzzles32%—
DTBench94.7%—
LMCA47.1%—
Surface Evolver Bench58.1%—
Epoch Capabilities Index154.55—
ForecastBench59—

Math Not comparable

Gemini 3.5 Flash: 60.5 (#30), Gemini Robotics-ER 1.6: —

Math benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
FrontierMath (Tiers 1-3)62.8%—
FrontierMath Tier 426.8%—
MathArena Final-Answer Competitions76.3%—
OTIS Mock AIME 2024-202595.6%—
ProofBench31%—
LMArena Math1502—
FrontierMath (Feb 2025 set)39%—
FrontierMath Tier 4 (v1)14.6%—

Knowledge Not comparable

Gemini 3.5 Flash: 66.3 (#10), Gemini Robotics-ER 1.6: —

Knowledge benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
GPQA Diamond92.8%—
SimpleQA Verified66.2%—
LMArena Expert1493—

Multimodal Gemini 3.5 Flash leads

Gemini 3.5 Flash: 45.7 (#13), Gemini Robotics-ER 1.6: 27.0

Multimodal benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
Blueprint-Bench 233.6%0%
LMArena Vision1311—
LMArena Document1463—

Multilingual Not comparable

Gemini 3.5 Flash: 57.1 (#12), Gemini Robotics-ER 1.6: —

Multilingual benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
LMArena Non-English1475—
LMArena Chinese1525—
LMArena French1490—
LMArena German1500—
LMArena Japanese1481—
LMArena Korean1453—
LMArena Russian1491—
LMArena Spanish1478—

Instruction Following Not comparable

Gemini 3.5 Flash: 77.2 (#29), Gemini Robotics-ER 1.6: —

Instruction Following benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
LMArena Instruction Following1466—

Long Context Not comparable

Gemini 3.5 Flash: 45.3 (#39), Gemini Robotics-ER 1.6: —

Long Context benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
LMArena Longer Query1481—

Writing & Preference Not comparable

Gemini 3.5 Flash: 65.5 (#46), Gemini Robotics-ER 1.6: —

Writing & Preference benchmarks
BenchmarkGemini 3.5 FlashGemini Robotics-ER 1.6
LMArena Text1481—
LMArena Creative Writing1467—
EQ-Bench 41087—
LMArena Multi-Turn1482—

Frequently asked questions

Is Gemini 3.5 Flash better than Gemini Robotics-ER 1.6?

Gemini 3.5 Flash has enough public results to be ranked (#29); Gemini Robotics-ER 1.6 does not yet, so treat this comparison as directional.

How many benchmarks do Gemini 3.5 Flash and Gemini Robotics-ER 1.6 share?

1 benchmark has published results for both models. Gemini 3.5 Flash has 54 scored results on Noometry and Gemini Robotics-ER 1.6 has 1.

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