Rankings / ant-group
Ring Flash 2.0
open weightsreleased 2025-09-19
BenchAtlas Index
as of 2026-07-14
base configuration
rank #353
9 families · 5 categories · high
Benchmark evidence
27 results
agentic coding
| τ²-Bench | 0.0 % | independent | Artificial Analysis |
coding
| LiveCodeBench v6 implementation=artificial-analysis | 62.8 % | independent | Artificial Analysis | |
| SciCode | 16.8 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | 8.2 points | independent | Artificial Analysis | |
| AA Math Index | 83.7 points | independent | Artificial Analysis |
human preference
| Coding (style control)older version arena=text · category=coding · style_control=true | 1391.0 1376.2–1405.7 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1380.2 1366.7–1393.7 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1374.2 1362.6–1385.7 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1350.7 1340.8–1360.5 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1349.4 1339.5–1359.3 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1330.1 1313.7–1346.4 | 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 | 1326.3 1308.1–1344.5 | 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 | 1323.0 1306.8–1339.2 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1320.9 1313.7–1328.1 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1317.3 1303.7–1331.0 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1288.3 1278.4–1298.1 | 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 | 1287.8 1272.4–1303.2 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1282.3 1264.7–1299.8 | 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 | 1271.9 1255.4–1288.4 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1268.7 1258.4–1278.9 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1259.7 1239.5–1279.8 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 72.5 % | independent | Artificial Analysis | |
| Humanity's Last Exam implementation=artificial-analysis | 8.9 % | independent | Artificial Analysis | |
| MMLU-Pro implementation=artificial-analysis | 79.3 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | 21.0 % | independent | Artificial Analysis | |
| IFBench | 43.3 % | independent | Artificial Analysis |
reasoning math
| AIME year=2025 · implementation=artificial-analysis | 83.7 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Ring Flash 2.0 | Terminal-Bench Hard | 7.6 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.