Can I run Coder Large or Gemini 3.1 Flash Lite 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 Coder Large and Gemini 3.1 Flash Lite?

Gemini 3.1 Flash Lite has a larger context window at 1048K tokens vs 32K. This matters for long documents, large codebases, and extended conversation histories.

Compare

Coder Large vs Gemini 3.1 Flash Lite

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.

Arcee Ai

Model

Coder Large

Best $0.500 in · $0.800 out

Context window 33K

Pricing

Google

Model

Gemini 3.1 Flash Lite

Image inputTool calling

Best $0.250 in · $1.50 out

Context window 1.0M

Pricing

Gemini 3.1 Flash Lite is 50% cheaper on input. Coder Large is 46% cheaper on output. The best choice depends on your input/output ratio.

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	Coder Large in	Coder Large out	Gemini 3.1 Flash Lite in	Gemini 3.1 Flash Lite out
Google	N/A	N/A	$0.250	$1.50
Google Vertex	N/A	N/A	$0.250	$1.50
Openrouter	$0.500	$0.800	$0.250	$1.50

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 · Arcee Ai · Google

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.

Arcee Ai · 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).

Google · 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

Coder Large

Gemini 3.1 Flash Lite

Context window: 32,768 tokens; 1,048,576 tokens
Max output tokens: N/A; 65,536 tokens
Vision: No; Yes
Function calling: No; Yes
Streaming: Yes; Yes
Release date: May 2025; May 2026

Cost calculator

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

Coder Large

Gemini 3.1 Flash Lite

Requests / day

Input tokens

Output tokens

Coder Large

Monthly

$270

Annual

$3.3K

Gemini 3.1 Flash Lite

Monthly

$300

Annual

$3.6K

Save $30/month with Coder Large

When to pick which

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

Long-context tasks
Use Gemini 3.1 Flash Lite. Its 1048K context window handles large codebases and documents better than 32K.
High-volume text generation
Use Coder Large. Output tokens are 46% cheaper, which compounds significantly at scale.

Frequently asked questions

Gemini 3.1 Flash Lite is cheaper on input tokens, while Coder Large is cheaper on output. The best choice depends on your input/output ratio.

More comparisons

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