API cost decision in 10 seconds

🔥GPT-4o-mini vs NewPerceptron Mk1

Pick GPT-4o-mini when budget and context both matter.

Page updated: 2026-05-26T12:03:47Z Data confirmed: 2026-05-26T14:08:03Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick GPT-4o-mini when budget and context both matter.

On the standard 1M input plus 500K output workload, GPT-4o-mini is estimated at $0.45 vs $0.9 for Perceptron Mk1, saving $0.45 (50% lower).

Cost-first pickGPT-4o-mini

Context-first pickGPT-4o-mini

Sample savings$0.4550%

10x traffic gap$4.5

GPT-4o-mini is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $4.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GPT-4o-mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	GPT-4o-mini	Perceptron Mk1
Input-heavy / RAG	5M input + 500K output	GPT-4o-mini	$1.05	$1.5
Balanced workload	1M input + 1M output	GPT-4o-mini	$0.75	$1.65
Output-heavy chatbot	1M input + 5M output	GPT-4o-mini	$3.15	$7.65

Cheaper input Tie $0.15 vs $0.15 / 1M

Both models report the same input price at $0.15 per 1M tokens.

Cheaper output GPT-4o-mini $0.6 vs $1.5 / 1M

GPT-4o-mini is $0.9 cheaper per 1M output tokens (60% lower; 2.5x difference).

Larger context GPT-4o-mini 128K vs 32.77K

GPT-4o-mini has 95.23K more context (3.91x larger).

Sample workload GPT-4o-mini $0.45 vs $0.9

GPT-4o-mini is $0.45 cheaper on the standard workload (50% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

GPT-4o-mini Calculating… Estimated API cost

Perceptron Mk1 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

both models tie on input price; GPT-4o-mini has the lower output price; GPT-4o-mini offers the larger context window. For the 1M input plus 500K output sample, GPT-4o-mini is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.45 for GPT-4o-mini and $0.9 for Perceptron Mk1.

Best Fit

Choose GPT-4o-mini when you care most about lower output-token price, and larger context window.

Choose Perceptron Mk1 when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes

On the standard 1M input plus 500K output workload, GPT-4o-mini is estimated at $0.45 vs $0.9 for Perceptron Mk1, saving $0.45 (50% lower).
GPT-4o-mini is $0.45 cheaper on the standard workload (50% lower).
Both models report the same input price at $0.15 per 1M tokens.
GPT-4o-mini is $0.9 cheaper per 1M output tokens (60% lower; 2.5x difference).
GPT-4o-mini has 95.23K more context (3.91x larger).

Head-to-Head Specs

Feature	🔥GPT-4o-mini (OpenAI)	NewPerceptron Mk1 (Perceptron)
Input Price prompt tokens per 1M	$0.15	$0.15
Completion Price per 1M tokens	$0.6	$1.5
Sample Workload Cost 1M input + 500K output	$0.45	$0.9
Context Window	128K	32.77K
Release Date	2024-07-18	2026-05-12
Popularity	#16

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	GPT-4o-mini	On the standard 1M input plus 500K output workload, GPT-4o-mini is estimated at $0.45 vs $0.9 for Perceptron Mk1, saving $0.45 (50% lower).
High-volume input processing	Tie	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	GPT-4o-mini	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	GPT-4o-mini	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

gpt-oss-120b (free) can replace GPT-4o-mini when lower sample workload cost matters most: $0.
gpt-oss-20b (free) can replace GPT-4o-mini when lower sample workload cost matters most: $0.
gpt-oss-20b can replace GPT-4o-mini when lower sample workload cost matters most: $0.1.
gpt-oss-120b can replace GPT-4o-mini when lower sample workload cost matters most: $0.13.

Larger context near this budget

Llama 4 Scout offers 10M context with $0.23 sample workload cost.
Owl Alpha offers 1.05M context with $0 sample workload cost.
DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
DeepSeek V4 Pro offers 1.05M context with $0.87 sample workload cost.

Popular competitors

DeepSeek V4 Flash · DeepSeek · #1
Hy3 preview · Tencent · #2
Claude Opus 4.7 · Anthropic · #3
Claude Sonnet 4.6 · Anthropic · #4

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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OpenAI catalog

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Perceptron catalog

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GPT-4o-mini

GPT-4o mini is OpenAI's newest model after [GPT-4 Omni](/models/openai/gpt-4o), supporting both text and image inputs with text outputs. As their most advanced small model, it is many multiples more affordable...

Perceptron Mk1

Perceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language queries, and produces detailed visual understanding...