Head-to-Head Model Comparison

Aion-3.0 vs Aion-Mini

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Revisado pela equipe de pesquisa do GetInfoUsÚltima revisão: October 2026Política editorial

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Aion-3.0Profile

Aion-MiniProfile

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Popular Matchups:

AionLabs

Aion-3.0

Motor de Raciocínio Profundo

O Aion-3.0 da AionLabs é um modelo de IA projetado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, oferecendo janela de contexto de 131K, velocidade de 80 tokens/s, índice de inteligência de 83/100 e

Intelligence Index83 / 100

Input Token:

$0.50 / 1M

Output Token:

$2.00 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

N/A

AionLabs

Aion-Mini

Motor de Raciocínio Profundo

O Aion-Mini da AionLabs é um modelo de IA projetado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, oferecendo janela de contexto de 131K, velocidade de 150 tokens/s, índice de inteligência de 74/100

Intelligence Index74 / 100

Input Token:

$0.08 / 1M

Output Token:

$0.32 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

N/A

Principais Diferenças em Resumo

Aion-Mini is 6.2x cheaper for API usage (input + output tokens combined).
Aion-Mini is faster at 150 tok/s vs 80 tok/s.

Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →

Feature	Aion-3.0	Aion-Mini
Intelligence Index Composite reasoning & knowledge score (0-100)	83	74
Provider	AionLabs	AionLabs
Input Price Cost per million input tokens	$0.50 / 1M	$0.08 / 1M
Output Price Cost per million output tokens	$2.00 / 1M	$0.32 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.34 / 1M	$0.05 / 1M
Context Window Maximum input + output tokens	131.1K tokens~197 A4 pages of text	131.1K tokens~197 A4 pages of text
Max Output Tokens Per single request	16K	8K
Throughput Speed Tokens generated per second	80 tok/s	150 tok/s
SWE-bench Verified Real-world software engineering	N/A	N/A
GPQA Diamond Graduate-level reasoning	63.5%	N/A
Cached Input Price Prompt caching discount per 1M tokens	$0.05 / 1M	$0.01 / 1M

Quem vence em cada categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Aion-Mini

6.2x cheaper monthly runtime

Speed

Aion-Mini

+88% faster generation

Context

Tied

131.1K tokens window

Pontuações de Benchmarks Verificadas

Official evaluation metrics verified by independent third-party research labs.

Aion-3.0Aion-Mini

GPQA Diamond (Doctorate-Level Science & Math)

Challenging questions created by domain experts to test complex PhD-level reasoning.

63.5%vsN/A

MMLU-Pro (Multi-task Language Understanding)

Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.

80%vs71%

LMSYS Chatbot Arena Elo

Crowdsourced human preference evaluation based on blind, head-to-head model battles.

1335ptsvs1255pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

80 tok/s vs150 tok/s

Latência e Tempo de Resposta

Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.

Time to First Token (TTFT)Lower is better

Aion-3.00.52s

Aion-Mini0.28s

Est. End-to-End Response (500 tokens)TTFT + generation time

Aion-3.06.77s

Aion-Mini3.61s

Simulador Interativo de Custo de Tokens

Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.

Daily Input Tokens100K / day

10K500K1M

Daily Output Tokens30K / day

5K150K300K

Prompt Cache Hit Ratio50% cached

0% (Cold)50%90% (Warm)

Aion-3.0 Monthly API Bill

$2.63 / month

$0.5/1M in · $2/1M out

Aion-Mini Monthly API Bill

$0.42 / month

$0.08/1M in · $0.32/1M out

Aion-Mini saves approximately $2.21 / month (84%) under this workload.6.2x Savings

Aion-3.0 · Strengths & Key Advantages

Janela de contexto de 131K com limite máximo de saída de 16K tokens (GPQA Diamond 63.5% · MMLU-Pro 80%)
Taxa de transferência rápida de 80 tokens/segundo com latência inicial (TTFT) de 520 ms
Economia de API competitiva ($0.5/$2 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas

Considerations & Trade-offs

Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

Aion-Mini · Strengths & Key Advantages

Janela de contexto de 131K com limite máximo de saída de 8K tokens (MMLU-Pro 71% · Arena Elo 1255)
Taxa de transferência rápida de 150 tokens/segundo com latência inicial (TTFT) de 280 ms
Economia de API competitiva ($0.08/$0.32 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas

Considerations & Trade-offs

Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

Token Use & Task Economics

Estimated cost and token consumption to complete one representative agentic task.

Metric	Aion-3.0	Aion-Mini
Cost per Task Estimated USD to finish one task	$0.16	$0.03
Output Tokens / Task Tokens generated per task	20K	10K
Reasoning Tokens / Task Thinking tokens burned per task	7K	1K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

Feature	Aion-3.0	Aion-Mini
Official API Model ID (SDK)	aion-3-0	aion-mini
API Protocol	AionLabs REST API (OpenAI-Compatible)	AionLabs REST API (OpenAI-Compatible)
Release Date	2026-07	2026-07
Knowledge Cutoff	May 2026	May 2026
Architecture	Deliberate Scientific Reasoning Transformer	Compact Scientific Routing Transformer
Parameters	Confidential	Confidential
Enterprise Rate Limits (RPM / TPM)	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.5/1M in) across full 131K window	Flat rate ($0.08/1M in) across full 131K window
Prompt Cache Policy & TTL	Cached input at $0.05/1M tokens	Cached input at $0.008/1M tokens
Computer Use / GUI Agent	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)
MCP & Parallel Tool Calling	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & Sandbox	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning Support	API Prompt Engineering & RAG Distillation	API Prompt Engineering & RAG Distillation
Multimodal Token Billing	Text BPE (~4 chars/token)	Text BPE (~4 chars/token)
Quantization & Min GPU VRAM	Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)	Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)
Safety & Frontier Classification	AionLabs Production Safety & Alignment Verified	AionLabs Production Safety & Alignment Verified
Enterprise Compliance (ZDR/HIPAA/SOC2)	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalities	text	text
Output Modalities	text	text

Aion-3.0 vs Aion-Mini: Respostas Rápidas (FAQ)

Which is more intelligent, Aion-3.0 or Aion-Mini?

Aion-3.0 is more intelligent. It scores 83 compared with 74 on the composite Intelligence Index.

Which model is faster?

Aion-Mini is faster, generating 150 tokens per second compared with 80 tokens per second.

Which model is cheaper to run?

Aion-Mini is cheaper at $0.05 per 1M tokens blended, compared with $0.34 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Aion-Mini has lower latency, with a time to first token of 0.28s compared with 0.52s.

Veredito

Tanto Aion-3.0 (Indicado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, arquiteturas RAG corporativas e integração escalável via API.) quanto Aion-Mini (Indicado para raciocínio lógico profundo, matemática avançada e análise científica passo a passo, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: Aion-3.0 lidera em inteligência geral e programação, Aion-Mini oferece geração mais rápida e Aion-Mini apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, Aion-3.0 ou Aion-Mini?+

Nas avaliações de inteligência e código, Aion-3.0 leva vantagem. Confira os gráficos SWE-bench e GPQA acima para detalhes.

Qual modelo tem a API mais barata, Aion-3.0 ou Aion-Mini?+

O Aion-3.0 custa $0.50 / $2.00 por 1M de tokens (entrada/saída) e o Aion-Mini custa $0.08 / $0.32. No custo combinado, Aion-Mini é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O Aion-3.0 suporta 131.1K tokens de contexto contra 131.1K tokens do Aion-Mini, enquanto Aion-Mini entrega maior velocidade de geração.

AI Terminology & Guide

Explore Glossary →

Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.

Tokens & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Aion-3.0 vs Aion-Mini

Troque e Compare Qualquer Modelo

Aion-3.0

Aion-Mini

Quem vence em cada categoria?

Pontuações de Benchmarks Verificadas

Latência e Tempo de Resposta

Simulador Interativo de Custo de Tokens

Aion-3.0 · Strengths & Key Advantages

Considerations & Trade-offs

Aion-Mini · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Especificações Técnicas

Aion-3.0 vs Aion-Mini: Respostas Rápidas (FAQ)

Veredito

Perguntas Frequentes (FAQ)

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