Granite 4.1 8B vs Llama 3.1 8B Instruct
Wins 3 of 6 areas
Coding · Agents · Following instructions
Wins 1 of 6 areas
Long documents
Granite 4.1 8B wins more areas, narrowly.Llama 3.1 8B Instruct is cheaper and better at long documents.
Scores updated · 25 tests both models report · How we compare
Where each one wins
Tests won in each of the six areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- AgentsCarrying out multi-step tasks on its own20Granite 4.1 8B2 of 2 tests
- CodingWriting and fixing software10Granite 4.1 8B1 of 2 tests · 1 tie
- Following instructionsDoing exactly what it is asked10Granite 4.1 8B1 of 1 test
- Long documentsFinding answers in very long texts01Llama 3.1 8B Instruct1 of 1 test
- ReasoningHard problems that need careful thinking11Even1 each · 1 tie
- FactsGetting facts right instead of making them up11Even1 each
Long documents and following instructions rest on a single test each.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
Llama 3.1 8B Instruct costs 53% less for the same work.
The biggest differences
The three tests each model wins by the widest margin. Scores are out of 100.
Where Granite 4.1 8B pulls ahead
- Graduate-level biology, physics and chemistry questionsGPQA Diamond+17.4points ahead
- Follows unfamiliar, precisely checkable instructionsIFBench+10points ahead
- Code for real scientific research problemsSciCode+8.6points ahead
Where Llama 3.1 8B Instruct pulls ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+44.1points ahead
- Reasons across sets of long documentsAA-LCR+4.7points ahead
- Very hard expert questions across many subjectsHumanity's Last Exam+1.5points ahead
Every test, side by side
All 25 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingGranite 4.1 8B
- SciCodeGranite 4.1 8B by 8.621.813.2+8.6
- Terminal-Bench Hardtie00.8tie
AgentsGranite 4.1 8B
- GDPValGranite 4.1 8B by 2.22.20+2.2
- τ-Bench V3 · BankingGranite 4.1 8B by 1.53.11.6+1.5
ReasoningEven
- GPQA DiamondGranite 4.1 8B by 17.443.325.9+17.4
- Humanity's Last ExamLlama 3.1 8B Instruct by 1.53.85.3+1.5
- CritPttie00tie
FactsEven
- AA-Omniscience · Non-hallucinationLlama 3.1 8B Instruct by 44.112.957+44.1
- AA-Omniscience · AccuracyGranite 4.1 8B by 3.812.38.5+3.8
Long documentsLlama 3.1 8B Instruct
- AA-LCRLlama 3.1 8B Instruct by 4.713.318+4.7
Following instructionsGranite 4.1 8B
- IFBenchGranite 4.1 8B by 1038.628.6+10
Other results14 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- AA-OmniscienceLlama 3.1 8B Instruct by 33.2-64.1-30.9+33.2
- Arena HardGranite 4.1 8B by 32.66936.4+32.6
- AlpacaEval-2.0Granite 4.1 8B by 22.950.127.2+22.9
- MBPPGranite 4.1 8B by 17.287.370.1+17.2
- MGSMGranite 4.1 8B by 13.482.368.9+13.4
- HumanEvalGranite 4.1 8B by 12.885.472.6+12.8
- GSM8KGranite 4.1 8B by 12.792.579.8+12.7
- τ²-Bench Telecom (AA run)Granite 4.1 8B by 11.427.816.4+11.4
- MMLU-ProGranite 4.1 8B by 7.75648.3+7.7
- Artificial Analysis Coding IndexGranite 4.1 8B by 4.19.55.4+4.1
- AttaQLlama 3.1 8B Instruct by 2.281.283.4+2.2
- MMLUtie73.873tie
- AA Intelligencetie6.66.9tie
- HumanEval+tie79.980.2tie
Questions people ask
Which is better, Granite 4.1 8B or Llama 3.1 8B Instruct?
Granite 4.1 8B wins three of the six areas where both have results: coding, agents and following instructions. Llama 3.1 8B Instruct wins long documents, and costs 53% less. They are level on reasoning and facts.
Which is better for coding?
Granite 4.1 8B. It wins 1 of the 2 coding tests both models report; Llama 3.1 8B Instruct wins none, and 1 is a tie.
Which is cheaper?
Granite 4.1 8B costs $0.05 per million input tokens and $0.10 per million output tokens; Llama 3.1 8B Instruct costs $0.02 and $0.05. That makes Llama 3.1 8B Instruct about 53% cheaper for the same work.
How do you compare the two?
We use the 25 benchmark tests both models have published scores on. The verdict counts the 11 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 14 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.