Can I run Llama 3.1 70B or Spotlight cheaper on another provider?

Some models are available on inference providers like Together AI, Groq, and Fireworks AI at lower prices. Check each model's pricing page for the full provider comparison.

What is the context window difference between Llama 3.1 70B and Spotlight?

Spotlight has a larger context window at 131K tokens vs 128K. This matters for long documents, large codebases, and extended conversation histories.

Compare

Llama 3.1 70B vs Spotlight

Pricing is only the shared seller matrix below. Best rates and catalog map are separate sections, so no chart is embedded in pricing. Open the calculator for the same workload on each side.

MetaLlama 3.1

Model

Llama 3.1 70B

Tool calling

Best $0.400 in · $0.400 out

Context window 128K

Pricing

Arcee Ai

Model

Spotlight

Image input

Best $0.180 in · $0.180 out

Context window 131K

Pricing

Spotlight is cheaper across the board — 55% cheaper on input and 55% cheaper on output.

Estimate cost

Pricing matrix

Shared sellers only. Each row is a host that lists both models. Dollar amounts are per 1M tokens. Lowest in each pair of columns is emphasized.

Provider	Llama 3.1 70B in	Llama 3.1 70B out	Spotlight in	Spotlight out
DeepInfra	$0.520	$0.750	N/A	N/A
Fireworks AI	$0.900	$0.900	N/A	N/A
Groq	$0.590	$0.790	N/A	N/A
Openrouter	$0.400	$0.400	$0.180	$0.180
Perplexity	$1.00	$1.00	N/A	N/A
Together AI	$0.880	$0.880	N/A	N/A
Vercel Ai Gateway	$0.720	$0.720	N/A	N/A

Best listed rates (this pair)

Same "best row in current pricing" logic as model pages: a compact view of the lowest input and output we show for each side. This is not the seller matrix.

Catalog map · Meta · Arcee Ai

Each chart uses real catalog rows that include both list input and list output ($/1M). Larger green dots are the models on this comparison page; accent dots are other active models from that provider.

Meta · input vs output

Scatter chart: X = input $/M, Y = output $/M. This page's models are labeled on the green dots; hover others for detail.

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Arcee Ai · input vs output

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Specifications

Each column header is the full model name. Tint marks the favorable value where we compute a winner.

Spec

Llama 3.1 70B

Spotlight

Context window: 128,000 tokens; 131,072 tokens
Max output tokens: 4,096 tokens; 65,537 tokens
Vision: No; Yes
Function calling: Yes; No
Streaming: Yes; Yes
Release date: Jul 2024; May 2025

Cost calculator

Same requests, input tokens, and output tokens for both columns. Pick the provider row that matches how you buy.

Llama 3.1 70B

Spotlight

Requests / day

Input tokens

Output tokens

Llama 3.1 70B

Monthly

$324

Annual

$3.9K

Spotlight

Monthly

$81

Annual

$986

Save $243/month with Spotlight

When to pick which

Short takeaways: no cards, just the points. Validate with your own workloads.

Long-context tasks
Use Spotlight. Its 131K context window handles large codebases and documents better than 128K.
High-volume text generation
Use Spotlight. Output tokens are 55% cheaper, which compounds significantly at scale.
Long output (reports, code files)
Use Spotlight. Its 65K max output limit reduces the need to split requests.

Frequently asked questions

Spotlight is cheaper on both input and output tokens.

More comparisons

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