API cost decision in 10 seconds

🔥Gemini 3 Flash Preview vs Grok 4.20

Pick Gemini 3 Flash Preview for lower cost; pick Grok 4.20 only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Gemini 3 Flash Preview for lower cost; pick Grok 4.20 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Gemini 3 Flash Preview is estimated at $2 vs $2.5 for Grok 4.20, saving $0.5 (20% lower).

Cost-first pickGemini 3 Flash Preview
Context-first pickGrok 4.20
Sample savings$0.520%
10x traffic gap$5

Grok 4.20 has more context, but Gemini 3 Flash Preview saves $0.5 on the standard workload. At 10x that traffic, the same price gap is about $5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Gemini 3 Flash Preview, balanced workload favors Gemini 3 Flash Preview, and output-heavy chatbot favors Grok 4.20.

Workload shapeToken mixBetter pickGemini 3 Flash PreviewGrok 4.20
Input-heavy / RAG5M input + 500K outputGemini 3 Flash Preview$4$7.5
Balanced workload1M input + 1M outputGemini 3 Flash Preview$3.5$3.75
Output-heavy chatbot1M input + 5M outputGrok 4.20$15.5$13.75
Cheaper input Gemini 3 Flash Preview $0.5 vs $1.25 / 1M

Gemini 3 Flash Preview is $0.75 cheaper per 1M input tokens (60% lower; 2.5x difference).

Cheaper output Grok 4.20 $3 vs $2.5 / 1M

Grok 4.20 is $0.5 cheaper per 1M output tokens (16.7% lower; 1.2x difference).

Larger context Grok 4.20 1.05M vs 2M

Grok 4.20 has 951.42K more context (1.91x larger).

Sample workload Gemini 3 Flash Preview $2 vs $2.5

Gemini 3 Flash Preview is $0.5 cheaper on the standard workload (20% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Gemini 3 Flash Preview Calculating… Estimated API cost
Grok 4.20 Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Gemini 3 Flash Preview has the lower input price; Grok 4.20 has the lower output price; Grok 4.20 offers the larger context window. For the 1M input plus 500K output sample, Gemini 3 Flash Preview is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2 for Gemini 3 Flash Preview and $2.5 for Grok 4.20.

Best Fit

Choose Gemini 3 Flash Preview when you care most about lower input-token price.

Choose Grok 4.20 when you care most about lower output-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Gemini 3 Flash Preview is estimated at $2 vs $2.5 for Grok 4.20, saving $0.5 (20% lower).
  • Gemini 3 Flash Preview is $0.5 cheaper on the standard workload (20% lower).
  • Gemini 3 Flash Preview is $0.75 cheaper per 1M input tokens (60% lower; 2.5x difference).
  • Grok 4.20 is $0.5 cheaper per 1M output tokens (16.7% lower; 1.2x difference).
  • Grok 4.20 has 951.42K more context (1.91x larger).
Head-to-Head Specs
Feature🔥Gemini 3 Flash Preview
(Google)
Grok 4.20
(xAI)
Input Price
prompt tokens per 1M
$0.5$1.25
Completion Price
per 1M tokens
$3$2.5
Sample Workload Cost
1M input + 500K output
$2$2.5
Context Window1.05M2M
Release Date
Popularity#7

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGemini 3 Flash PreviewOn the standard 1M input plus 500K output workload, Gemini 3 Flash Preview is estimated at $2 vs $2.5 for Grok 4.20, saving $0.5 (20% lower).
High-volume input processingGemini 3 Flash PreviewLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGrok 4.20Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGrok 4.20A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Gemma 4 26B A4B (free) can replace Gemini 3 Flash Preview when lower sample workload cost matters most: $0.
  • Gemma 4 31B (free) can replace Gemini 3 Flash Preview when lower sample workload cost matters most: $0.
  • Lyria 3 Pro Preview can replace Gemini 3 Flash Preview when lower sample workload cost matters most: $0.
  • Lyria 3 Clip Preview can replace Gemini 3 Flash Preview when lower sample workload cost matters most: $0.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Google catalog

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xAI catalog

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Gemini 3 Flash Preview

Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance. It delivers near Pro level reasoning and tool...

Grok 4.20

Grok 4.20 is a reasoning model from xAI with industry-leading speed and agentic tool calling capabilities. It combines the lowest hallucination rate on the market with strict prompt adherance, delivering...