Rankings / ibm
Granite 4.1 8B
open weightsreleased 2026-04-29
BenchAtlas Index
as of 2026-07-14
base configuration
rank #421
7 families · 4 categories · medium
Benchmark evidence
25 results
agentic coding
| τ²-Bench | 27.8 % | independent | Artificial Analysis | |
| τ²-Bench subset=banking | 3.1 % | independent | Artificial Analysis |
coding
| SciCode | 21.8 % | independent | Artificial Analysis |
external indices
| AA Coding Index | 9.5 points | independent | Artificial Analysis | |
| Intelligence Index v4.1 | 6.7 points | independent | Artificial Analysis |
human preference
| Coding (style control)older version arena=text · category=coding · style_control=true | 1351.5 1331.5–1371.5 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1349.2 1332.9–1365.5 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1340.4 1322.7–1358.0 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1331.5 1317.2–1345.7 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1322.6 1309.8–1335.4 | 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 | 1319.6 1294.4–1344.8 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1306.8 1296.7–1317.0 | 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 | 1299.3 1274.8–1323.7 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1295.3 1278.2–1312.3 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1289.4 1271.8–1307.0 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1286.9 1261.5–1312.2 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1277.5 1263.3–1291.6 | 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 | 1274.0 1252.7–1295.2 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1266.3 1240.8–1291.8 | 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 | 1258.2 1235.4–1281.1 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1254.9 1240.5–1269.2 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 43.3 % | independent | Artificial Analysis | |
| Humanity's Last Exam implementation=artificial-analysis | 3.8 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | 12.0 % | independent | Artificial Analysis | |
| IFBench | 38.6 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Granite 4.1 8B | Terminal-Bench 2.1 | 3.4 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Granite 4.1 8B | Terminal-Bench Hard | 0.0 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.
