Rankings / ant-group
Ring Flash 2.0
open weightsreleased 2025-09-19
BenchAtlas Index
as of 2026-09-11
base configuration
rank #376
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 | 7.2 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 | 1390.6 1375.6–1405.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1379.1 1364.4–1393.7 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1373.8 1362.0–1385.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1350.2 1340.3–1360.2 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1347.5 1336.9–1358.2 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1329.7 1313.4–1345.9 | 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 | 1324.7 1306.2–1343.1 | 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 | 1323.5 1307.1–1339.9 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1321.1 1313.8–1328.4 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1314.7 1301.0–1328.4 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1292.6 1283.1–1302.2 | 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 | 1287.5 1272.0–1303.0 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1278.7 1260.7–1296.7 | 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 | 1271.1 1254.5–1287.8 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1268.6 1258.2–1279.0 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1257.7 1237.3–1278.2 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 72.5 % | independent | Artificial Analysis | |
| Humanity's Last Exam implementation=artificial-analysis | 9.6 % | independent | Artificial Analysis | |
| MMLU-Pro implementation=artificial-analysis | 79.3 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | 23.7 % | 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.