Rankings / Google DeepMind
Gemini 2.5 Flash
released 2025-06-17
BenchAtlas Index
as of 2026-07-14
thinking
rank #282
11 families · 5 categories · high
no reasoning
rank #357
11 families · 5 categories · high
Benchmark evidence
58 results
agentic coding
| τ²-Bench | thinking | 31.6 % | independent | Artificial Analysis |
| τ²-Bench | no reasoning | 14.9 % | independent | Artificial Analysis |
coding
| LiveCodeBench v6 implementation=artificial-analysis | thinking | 69.5 % | independent | Artificial Analysis |
| LiveCodeBench v6 implementation=artificial-analysis | no reasoning | 49.5 % | independent | Artificial Analysis |
| SciCode | thinking | 39.4 % | independent | Artificial Analysis |
| SciCode | no reasoning | 29.1 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | thinking | 20.1 points | independent | Artificial Analysis |
| Intelligence Index v4.1 | no reasoning | 14.1 points | independent | Artificial Analysis |
| AA Math Index | thinking | 73.3 points | independent | Artificial Analysis |
| AA Math Index | no reasoning | 60.3 points | independent | Artificial Analysis |
| ECI | 140.3 points | independent | Epoch AI Benchmarking Hub |
human preference
| Chinese (style control)older version arena=text · category=chinese · style_control=true | 1443.7 1435.6–1451.7 | community | LMArena Leaderboard Dataset | |
| Industry Life And Physical And Social Science (style control)older version arena=text · category=industry_life_and_physical_and_social_science · style_control=true | 1430.0 1425.2–1434.7 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1427.6 1420.8–1434.4 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1426.2 1418.8–1433.5 | community | LMArena Leaderboard Dataset | |
| French (style control)older version arena=text · category=french · style_control=true | 1425.2 1411.2–1439.1 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1423.8 1419.4–1428.1 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1422.5 1415.4–1429.6 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1421.8 1418.1–1425.4 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1419.6 1416.4–1422.8 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1418.5 1414.4–1422.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1418.3 1414.3–1422.3 | community | LMArena Leaderboard Dataset | |
| Industry Mathematical (style control)older version arena=text · category=industry_mathematical · style_control=true | 1417.3 1409.9–1424.7 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1413.0 1406.9–1419.1 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1412.2 1408.9–1415.4 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1410.3 1407.9–1412.8 | community | LMArena Leaderboard Dataset | |
| German (style control)older version arena=text · category=german · style_control=true | 1407.8 1395.1–1420.5 | community | LMArena Leaderboard Dataset | |
| Math (style control)older version arena=text · category=math · style_control=true | 1405.6 1398.8–1412.4 | community | LMArena Leaderboard Dataset | |
| Spanish (style control)older version arena=text · category=spanish · style_control=true | 1404.2 1391.7–1416.6 | community | LMArena Leaderboard Dataset | |
| Industry Writing And Literature And Language (style control)older version arena=text · category=industry_writing_and_literature_and_language · style_control=true | 1403.8 1399.6–1408.0 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1403.7 1400.5–1406.8 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1403.6 1398.9–1408.3 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1401.2 1397.4–1405.1 | community | LMArena Leaderboard Dataset | |
| Polish (style control)older version arena=text · category=polish · style_control=true | 1399.5 1390.7–1408.2 | community | LMArena Leaderboard Dataset | |
| Industry Business And Management And Financial Operations (style control)older version arena=text · category=industry_business_and_management_and_financial_operations · style_control=true | 1397.8 1393.1–1402.4 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1396.6 1391.5–1401.6 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1395.6 1392.1–1399.0 | community | LMArena Leaderboard Dataset | |
| Japanese (style control)older version arena=text · category=japanese · style_control=true | 1393.5 1378.5–1408.6 | community | LMArena Leaderboard Dataset | |
| Industry Entertainment And Sports And Media (style control)older version arena=text · category=industry_entertainment_and_sports_and_media · style_control=true | 1387.6 1383.1–1392.2 | community | LMArena Leaderboard Dataset | |
| Korean (style control)older version arena=text · category=korean · style_control=true | 1375.3 1361.3–1389.3 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | thinking | 79.0 % | independent | Artificial Analysis |
| GPQA Diamond implementation=artificial-analysis | no reasoning | 68.3 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | thinking | 11.1 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | no reasoning | 5.1 % | independent | Artificial Analysis |
| MMLU-Pro implementation=artificial-analysis | thinking | 83.2 % | independent | Artificial Analysis |
| MMLU-Pro implementation=artificial-analysis | no reasoning | 80.9 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | thinking | 61.7 % | independent | Artificial Analysis |
| AA-LCR | no reasoning | 45.9 % | independent | Artificial Analysis |
| IFBench | thinking | 50.3 % | independent | Artificial Analysis |
| IFBench | no reasoning | 39.0 % | independent | Artificial Analysis |
reasoning math
| AIME implementation=artificial-analysis | thinking | 82.3 % | independent | Artificial Analysis |
| AIME year=2025 · implementation=artificial-analysis | thinking | 73.3 % | independent | Artificial Analysis |
| AIME year=2025 · implementation=artificial-analysis | no reasoning | 60.3 % | independent | Artificial Analysis |
| AIME implementation=artificial-analysis | no reasoning | 50.0 % | independent | Artificial Analysis |
| FrontierMath | 4.8 % | independent | Epoch AI Benchmarking Hub 2025-12-18 | |
| FrontierMath Tier 4older version | 4.2 % | independent | Epoch AI Benchmarking Hub 2025-12-18 | |
| MATH-500 implementation=artificial-analysis | thinking | 98.1 % | independent | Artificial Analysis |
| MATH-500 implementation=artificial-analysis | no reasoning | 93.2 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model mini-SWE-agent + Gemini 2.5 Flash | SWE-bench bash-only | 28.7 % | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Gemini 2.5 Flash | SWE-bench Verified | 28.7 % | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Gemini 2.5 Flash | SWE-bench Verified | 0.1 usd_per_task | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Gemini 2.5 Flash | SWE-bench bash-only | 0.1 usd_per_task | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Gemini 2.5 Flash | Terminal-Bench 2.0 | 17.1 % | community | Terminal-Bench Leaderboard |
| agent + model terminus-2 + Gemini 2.5 Flash | Terminal-Bench 2.0 | 16.9 % | community | Terminal-Bench Leaderboard |
| agent + model terminus-1 + Gemini 2.5 Flash | Terminal-Bench 1.0 | 16.8 % | community | Terminal-Bench Leaderboard |
| agent + model OpenHands + Gemini 2.5 Flash | Terminal-Bench 2.0 | 16.4 % | community | Terminal-Bench Leaderboard |
| agent + model gemini-cli + Gemini 2.5 Flash | Terminal-Bench 2.0 | 15.4 % | community | Terminal-Bench Leaderboard |
| agent + model Artificial Analysis harness + Gemini 2.5 Flash | Terminal-Bench Hard | 13.6 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Gemini 2.5 Flash | Terminal-Bench Hard | 12.1 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.
