Llama 3 8B Lunaris vs Pareto 26.10 Preview
Llama 3 8B Lunaris costs 64.0x less per output token than Pareto 26.10 Preview ($0.05 vs $3.20 per million). Updated November 14, 2026; no benchmark has tested both models yet.
- Coding
- No data
- Overall
- No data
- Output $/M
- $0.05
- Coding
- No data
- Overall
- No data
- Output $/M
- $3.20
Llama 3 8B Lunaris or Pareto 26.10 Preview: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick Llama 3 8B Lunaris for output tokens 64.0x cheaper ($0.05 vs $3.20 per million).
No benchmark has tested both yet. Llama 3 8B Lunaris has none yet; Pareto 26.10 Preview on GameBench 2. Compare them on price and context instead.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Neither has a coding score yet.
One side not measured
Long documents
Listed context window
Pareto 26.10 Preview
Pareto 26.10 Preview takes 1.05M tokens against 8K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Llama 3 8B Lunaris
Llama 3 8B Lunaris $0.0001, Pareto 26.10 Preview $0.0024 per turn.
List prices
At a glance
- Coding index
- Llama 3 8B Lunaris not benchmarked, Pareto 26.10 Preview not benchmarked.
- Widest category
- None yet: no category has been tested on both models.
- Widest single gap
- None yet: no benchmark has tested both models.
- Output price
- Llama 3 8B Lunaris $0.05 against Pareto 26.10 Preview $3.20 per million output tokens, 64.0x apart.
- Context window
- Llama 3 8B Lunaris takes 8K tokens, Pareto 26.10 Preview 1.05M.
Benchmark by benchmark
Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.
CodingDirectional onlySix of these boards feed the Vibe Coding Index1 board measured
| Benchmark | Llama 3 8B Lunaris | Pareto 26.10 Preview | Leader |
|---|---|---|---|
| GameBench 2 | Not measured | 88.3 | Only Pareto 26.10 Preview measured |
| Neither model has a result on the other 51 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Llama 3 8B Lunaris costs less
Repository review
50K input + 3K output tokens
Llama 3 8B Lunaris costs less
Agent loop
200K input + 10K output tokens
Llama 3 8B Lunaris costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Sao10K Llama 3 8B Lunaris | Pareto 26.10 Preview |
|---|---|---|
| Maker | Sao10K | Unbiased |
| Weights | Open weights | No public weights listed |
| Released | August 13, 2024 | October 1, 2026 |
| Context window | 8K | 1.05M |
| Input $/Mtok | $0.04 | $0.80 |
| Output $/Mtok | $0.05 | $3.20 |
| Coding index | Not benchmarked | Not benchmarked |
| Independent measurements behind it | 0 | 0 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Llama 3 8B Lunaris better than Pareto 26.10 Preview for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Llama 3 8B Lunaris for output tokens 64.0x cheaper ($0.05 vs $3.20 per million).
Which is cheaper, Llama 3 8B Lunaris or Pareto 26.10 Preview?
Llama 3 8B Lunaris costs $0.04 per million input tokens and $0.05 per million output tokens; Pareto 26.10 Preview costs $0.80 and $3.20. Cost per solved task is known for neither of them.
Which has the bigger context window, Llama 3 8B Lunaris or Pareto 26.10 Preview?
Pareto 26.10 Preview, with 1.05M tokens against 8K.
Has any benchmark tested both Llama 3 8B Lunaris and Pareto 26.10 Preview?
No benchmark has tested both yet. Llama 3 8B Lunaris has none yet; Pareto 26.10 Preview on GameBench 2. Compare them on price and context instead. Data as of November 14, 2026.