Granite 3.3 8B Instruct vs Llama 3.1 8B Instruct
Wins 0 of 6 areas
—
Wins 3 of 6 areas
Coding · Long documents · Following instructions
Llama 3.1 8B Instruct wins more areas, narrowly.
Scores updated · 32 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.
- CodingWriting and fixing software01Llama 3.1 8B Instruct1 of 2 tests · 1 tie
- Long documentsFinding answers in very long texts01Llama 3.1 8B Instruct1 of 1 test
- Following instructionsDoing exactly what it is asked01Llama 3.1 8B Instruct1 of 1 test
- AgentsCarrying out multi-step tasks on its own00Even0 each · 1 tie
- ReasoningHard problems that need careful thinking11Even1 each · 1 tie
- FactsGetting facts right instead of making them up11Even1 each
Agents, 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 75% less for the same work.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Where Llama 3.1 8B Instruct pulls ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+53.2points ahead
- Reasons across sets of long documentsAA-LCR+14.7points ahead
- Follows unfamiliar, precisely checkable instructionsIFBench+6.2points ahead
Where Granite 3.3 8B Instruct pulls ahead
- Graduate-level biology, physics and chemistry questionsGPQA Diamond+7.9points ahead
- Answers hard knowledge questions correctlyAA-Omniscience · Accuracy+1.2points ahead
Every test, side by side
All 32 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingLlama 3.1 8B Instruct
- SciCodeLlama 3.1 8B Instruct by 3.110.113.2+3.1
- Terminal-Bench Hardtie00.8tie
ReasoningEven
- GPQA DiamondGranite 3.3 8B Instruct by 7.933.825.9+7.9
- Humanity's Last ExamLlama 3.1 8B Instruct by 1.14.25.3+1.1
- CritPttie00tie
FactsEven
- AA-Omniscience · Non-hallucinationLlama 3.1 8B Instruct by 53.23.857+53.2
- AA-Omniscience · AccuracyGranite 3.3 8B Instruct by 1.29.78.5+1.2
Long documentsLlama 3.1 8B Instruct
- AA-LCRLlama 3.1 8B Instruct by 14.73.318+14.7
Following instructionsLlama 3.1 8B Instruct
- IFBenchLlama 3.1 8B Instruct by 6.222.428.6+6.2
Other results22 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 46.4-77.3-30.9+46.4
- AlpacaEval-2.0Granite 3.3 8B Instruct by 35.562.727.2+35.5
- Arena HardGranite 3.3 8B Instruct by 21.257.636.4+21.2
- AIR-Bench 2024Granite 3.3 8B Instruct by 20.282.562.3+20.2
- HarmBenchGranite 3.3 8B Instruct by 19.681.261.6+19.6
- HumanEvalGranite 3.3 8B Instruct by 17.189.772.6+17.1
- TruthfulQAGranite 3.3 8B Instruct by 14.166.952.8+14.1
- MMLULlama 3.1 8B Instruct by 7.565.573+7.5
- HumanEval+Granite 3.3 8B Instruct by 5.986.180.2+5.9
- τ²-Bench Telecom (AA run)Llama 3.1 8B Instruct by 5.910.516.4+5.9
- IFEvalLlama 3.1 8B Instruct by 5.674.880.4+5.6
- bbqGranite 3.3 8B Instruct by 5.58478.5+5.5
- AttaQGranite 3.3 8B Instruct by 5.188.583.4+5.1
- XSTestLlama 3.1 8B Instruct by 4.690.795.3+4.6
- BigBenchHardLlama 3.1 8B Instruct by 4.369.173.4+4.3
- PopQALlama 3.1 8B Instruct by 2.626.228.8+2.6
- anthropic_red_teamGranite 3.3 8B Instruct by 2.399.196.8+2.3
- AA IntelligenceLlama 3.1 8B Instruct by 24.96.9+2
- Artificial Analysis Coding IndexLlama 3.1 8B Instruct by 23.45.4+2
- simple_safety_testsLlama 3.1 8B Instruct by 1.397.598.8+1.3
- GSM8KGranite 3.3 8B Instruct by 1.180.979.8+1.1
- DROPtie59.459.5tie
Questions people ask
Which is better, Granite 3.3 8B Instruct or Llama 3.1 8B Instruct?
Llama 3.1 8B Instruct wins three of the six areas where both have results: coding, long documents and following instructions. Granite 3.3 8B Instruct wins none. They are level on agents, reasoning and facts.
Which is better for coding?
Llama 3.1 8B Instruct. It wins 1 of the 2 coding tests both models report; Granite 3.3 8B Instruct wins none, and 1 is a tie.
Which is cheaper?
Granite 3.3 8B Instruct costs $0.03 per million input tokens and $0.25 per million output tokens; Llama 3.1 8B Instruct costs $0.02 and $0.05. That makes Llama 3.1 8B Instruct about 75% cheaper for the same work.
How do you compare the two?
We use the 32 benchmark tests both models have published scores on. The verdict counts the 10 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 22 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.