Gemini 4 Argon vs GPT-6 Astra

Gemini 4 Argon costs a fraction of what GPT-6 Astra does: $2.00 against $10.00 per 1M for input, $10.00 against $50.00 for output, around 5 times as much. Caching widens the gap: over a thousand agent loops, where most of each prompt comes from cache, that is $280.00 against $1,700.00.

What the premium buys is 0.1 points of overall intelligence (Intelligence Index): 52.7 (Max) against 52.6 (High), a gap small enough that price is the more useful guide. On that evidence Gemini 4 Argon is the safer default.

Standard pay-as-you-go prices, as of 17 Oct 2026. Last updated 27 Oct 2026.

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Cheaper overall

Gemini 4 Argon

80% lower blended rate

Bigger context window

GPT-6 Astra

1,050,000 vs 1,048,576 tokens

Cheaper cached input

Gemini 4 Argon

$0.10 vs $1.00, 90% less

Where each one wins

Gemini 4 Argon

  • Cheaper input tokens $2.00 vs $10.00, 80% less
  • Cheaper output tokens $10.00 vs $50.00, 80% less
  • Cheaper cached input $0.10 vs $1.00, 90% less
  • Cheaper on all four workloads
  • Higher expert-exam performance (Humanity's Last Exam) 57.1 vs 54.7
  • Higher scientific coding (SciCode) 61.8 vs 56.5
  • Higher real-world task performance (GDPval) 56.2 vs 53.7
  • Ahead on 1 more benchmark figure

GPT-6 Astra

  • Larger context window 1,050,000 tokens
  • Longer maximum output 128,000 tokens
  • Higher overall intelligence (Intelligence Index) 52.7 vs 52.6
  • Higher long-context reasoning (AA-LCR) 80.7 vs 79.7
  • Higher physics research reasoning (CritPt) 31.7 vs 27.1
  • Ahead on 1 more benchmark figure
  • Offers Batch, Flex and Priority pricing not listed for Gemini 4 Argon

What four workloads cost

One run, and the same run a thousand times.

Gemini 4 Argon is cheaper on all four workloads, by much the same margin each time โ€” about 6.5 times, from $0.0070 against $0.0350 on a chat turn to $0.8300 against $8.23 on a long document.

Workload Gemini 4 Argon GPT-6 Astra ร—1,000 Difference
Chat turn 1,000 in / 500 out $0.0070 $0.0350 $7.00 / $35.00 Gemini 4 Argon is 80% cheaper
RAG answer 10,000 in / 800 out $0.0280 $0.1400 $28.00 / $140.00 Gemini 4 Argon is 80% cheaper
Agent loop 32,000 in / 700 out ร— 20 calls $0.2800 $1.70 $280.00 / $1,700.00 Gemini 4 Argon is 84% cheaper
Long document 400,000 in / 3,000 out $0.8300 $8.23 $830.00 / $8,225.00 Gemini 4 Argon is 90% cheaper

Price your own token counts for these two โ†’

Price per 1M tokens

Above 272,000 input tokens the rates change, and the new rate applies to the whole request, not just the tokens past that point: GPT-6 Astra's input goes from $10.00 to $20.00. It does not change which of the two is cheaper.

Context band Price Gemini 4 Argon GPT-6 Astra Difference
Prompts up to 272,000 tokens Input $2.00 $10.00 Gemini 4 Argon is 80% cheaper
Prompts up to 272,000 tokens Cached input $0.10 $1.00 Gemini 4 Argon is 90% cheaper
Prompts up to 272,000 tokens Output $10.00 $50.00 Gemini 4 Argon is 80% cheaper
Prompts over 272,000 tokens Input $2.00 $20.00 Gemini 4 Argon is 90% cheaper
Prompts over 272,000 tokens Cached input $0.10 $2.00 Gemini 4 Argon is 95% cheaper
Prompts over 272,000 tokens Output $10.00 $75.00 Gemini 4 Argon is 87% cheaper

Blended: Gemini 4 Argon $4.00, GPT-6 Astra $20.00 per 1M โ€” one rate at 3:1 input to output, for comparing two models at a glance.

Gemini 4 Argon priced by Perplexity, GPT-6 Astra by OpenAI. Standard tier, pay-as-you-go.

Other pricing tiers

Only GPT-6 Astra lists Batch, Flex and Priority, at up to 50% off its own standard rate; Gemini 4 Argon offers none of them.

Every tier either model sells is here, so this is the whole price sheet. A saving is measured against that model's own standard rate โ€” how we read tiers.

Tier Gemini 4 Argon GPT-6 Astra Cheaper
Batch only on GPT-6 Astra Not offered $5.00 in / $25.00 out 50% off Standard —
Flex only on GPT-6 Astra Not offered $5.00 in / $25.00 out 50% off Standard —
Priority only on GPT-6 Astra Not offered $20.00 in / $100.00 out —

Benchmarks

They share 8 figures: Gemini 4 Argon leads on 4, GPT-6 Astra on 4. The widest gap is 29.7 points, on answer reliability (Omniscience Non-Hallucination).

Overall intelligence

Intelligence Index โ€” Overall intelligence across reasoning, knowledge & math evals

Gemini 4 Argon 52.6
GPT-6 Astra 52.7

GPT-6 Astra ahead by 0.1

Expert-exam performance

Humanity's Last Exam โ€” Expert-level questions across many academic domains

Gemini 4 Argon 57.1
GPT-6 Astra 54.7

Gemini 4 Argon ahead by 2.4

Long-context reasoning

AA-LCR โ€” Long-context reasoning across large inputs

Gemini 4 Argon 79.7
GPT-6 Astra 80.7

GPT-6 Astra ahead by 1

Scientific coding

SciCode โ€” Research-level scientific coding tasks

Gemini 4 Argon 61.8
GPT-6 Astra 56.5

Gemini 4 Argon ahead by 5.3

Physics research reasoning

CritPt โ€” Unpublished physics research reasoning problems

Gemini 4 Argon 27.1
GPT-6 Astra 31.7

GPT-6 Astra ahead by 4.6

Real-world task performance

GDPval โ€” Economically valuable, real-world knowledge work

Gemini 4 Argon 56.2
GPT-6 Astra 53.7

Gemini 4 Argon ahead by 2.5

Factual accuracy

Omniscience Accuracy โ€” Breadth of factual knowledge across domains

Gemini 4 Argon 49.9
GPT-6 Astra 62.6

GPT-6 Astra ahead by 12.7

Answer reliability

Omniscience Non-Hallucination โ€” How reliably the model avoids fabricated answers

Gemini 4 Argon 84.9
GPT-6 Astra 55.2

Gemini 4 Argon ahead by 29.7

Each figure is that model's best published run, with the effort level named beside it โ€” where these scores come from.

Specifications

GPT-6 Astra holds 1,424 more input tokens in one request. Gemini 4 Argon also takes audio and video. Only GPT-6 Astra lists web search.

Specification Gemini 4 Argon GPT-6 Astra
Context window 1,048,576 tokens 1,050,000 tokens
Max output 65,536 tokens 128,000 tokens
Takes in Text, audio, image, video, file Text, image, file
Puts out Text Text
Knowledge cutoff 31 Mar 2026 30 Apr 2026
Released 13 Oct 2026 3 Sep 2026
Status Active Active
Sold by Perplexity OpenAI, Perplexity
Tool use Yes Yes
Structured outputs Yes Yes
Web search Not listed Yes
Prompt caching Yes Yes
Code execution Yes Yes
Computer use Yes Yes
Open weights Not listed Not listed
Reasoning Yes Yes

FAQs

Is Gemini 4 Argon cheaper than GPT-6 Astra?
Yes. A 1,000-token prompt with a 500-token reply costs $0.0070 on Gemini 4 Argon and $0.0350 on GPT-6 Astra, and the same model is cheaper on every workload on this page.
How much do Gemini 4 Argon and GPT-6 Astra cost per 1M tokens?
Gemini 4 Argon costs $2.00 for input and $10.00 for output. GPT-6 Astra costs $10.00 and $50.00. Standard pay-as-you-go rates, as of 17 Oct 2026.
Which is better, Gemini 4 Argon or GPT-6 Astra?
On published benchmarks, GPT-6 Astra. It leads on 4 of the 8 figures both models report, including overall intelligence (Intelligence Index), where it scores 52.7 against 52.6.
Does Gemini 4 Argon or GPT-6 Astra offer batch pricing?
GPT-6 Astra only. Its batch input costs $5.00, 50% off its standard rate, and Gemini 4 Argon lists no batch tier at all.
Does Gemini 4 Argon or GPT-6 Astra have a bigger context window?
GPT-6 Astra, at 1,050,000 tokens against 1,048,576. That is 1,424 more input tokens in a single request.

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