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DeepSeek-R1-Distill-Llama-8B vs GPT-4o

DeepSeek · released

Wins 0 of 4 areas

—

OpenAI · released

Wins 3 of 4 areas

Coding · Long documents · Following instructions

GPT-4o is the stronger all-rounder.DeepSeek-R1-Distill-Llama-8B is cheaper.

Scores updated · 14 tests both models report · How we compare

Where each one wins

Tests won in each of the four 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.

Coding, 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.

DeepSeek-R1-Distill-Llama-8B$0.05 to read · $0.05 to write$0.10Price from nscale
GPT-4o$5.00 to read · $15.00 to write$20Price from Artificial Analysis

DeepSeek-R1-Distill-Llama-8B costs 100% 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 GPT-4o pulls ahead

  • Graduate-level biology, physics and chemistry questionsGPQA Diamond+22.4points aheadGPT-4o52.6DeepSeek-R1-Distill-Llama-8B30.2
  • Code for real scientific research problemsSciCode+21.4points aheadGPT-4o33.3DeepSeek-R1-Distill-Llama-8B11.9
  • Follows unfamiliar, precisely checkable instructionsIFBench+18.4points aheadGPT-4o36DeepSeek-R1-Distill-Llama-8B17.6

Where DeepSeek-R1-Distill-Llama-8B pulls ahead

  • Very hard expert questions across many subjectsHumanity's Last Exam+2.4points aheadDeepSeek-R1-Distill-Llama-8B4.2GPT-4o1.8

Every test, side by side

All 14 tests both models report. The winning score is in its model's colour; marks a score checked independently.

CodingGPT-4o

Full coding ranking

ReasoningEven

Full reasoning ranking

Long documentsGPT-4o

Full long documents ranking

Following instructionsGPT-4o

Full following instructions ranking

Other results9 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.

Questions people ask

Which is better, DeepSeek-R1-Distill-Llama-8B or GPT-4o?

GPT-4o wins three of the four areas where both have results: coding, long documents and following instructions. DeepSeek-R1-Distill-Llama-8B wins none, but costs 100% less. They are level on reasoning.

Which is better for coding?

GPT-4o. It wins the one coding test both models report.

Which is cheaper?

DeepSeek-R1-Distill-Llama-8B costs $0.05 per million input tokens and $0.05 per million output tokens; GPT-4o costs $5.00 and $15.00. That makes DeepSeek-R1-Distill-Llama-8B about 100% cheaper for the same work.

How do you compare the two?

We use the 14 benchmark tests both models have published scores on. The verdict counts the 5 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 9 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.