Head-to-Head Model Comparison

Aion-3.0 vs Gemini 3.6 Flash

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Ditinjau oleh tim riset GetInfoUsPeninjauan terakhir: October 2026Kebijakan editorial

Ganti & Bandingkan Model Apa Saja

Select any AI models from our verified benchmark database to generate live side-by-side matrices.

Aion-3.0Profile

Gemini 3.6 FlashProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

AionLabs

Aion-3.0

Mesin Penalaran Mendalam

Aion-3.0 dari AionLabs adalah model AI yang dirancang untuk penalaran logis mendalam, matematika tingkat lanjut, dan analisis ilmiah, menghadirkan jendela konteks 131K, kecepatan 80 token/detik, indeks kecerdasan 83/100, serta tarif $0.5/$2

Intelligence Index83 / 100

Input Token:

$0.50 / 1M

Output Token:

$2.00 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

N/A

Google

Gemini 3.6 Flash

Pemimpin Pemrograman & Kode

Gemini 3.6 Flash dari Google adalah model AI yang dirancang untuk rekayasa perangkat lunak otonom, refactoring multi-file, dan debugging mendalam, menghadirkan jendela konteks 1.0M, kecepatan 185 token/detik, indeks kecerdasan 84/100, serta

Intelligence Index84 / 100

Input Token:

$0.75 / 1M

Output Token:

$3.75 / 1M

Context Window:

1.05M tokens

SWE-bench Verified:

72%

Perbedaan Utama Sekilas

Aion-3.0 is 1.8x cheaper for API usage (input + output tokens combined).
Gemini 3.6 Flash has a larger context window (1M vs 131K tokens).
Gemini 3.6 Flash is faster at 185 tok/s vs 80 tok/s.

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

Feature	Aion-3.0	Gemini 3.6 Flash
Intelligence Index Composite reasoning & knowledge score (0-100)	83	84
Provider	AionLabs	Google
Input Price Cost per million input tokens	$0.50 / 1M	$0.75 / 1M
Output Price Cost per million output tokens	$2.00 / 1M	$3.75 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.34 / 1M	$0.66 / 1M
Context Window Maximum input + output tokens	131.1K tokens~197 A4 pages of text	1.05M tokens~1,573 A4 pages of text
Max Output Tokens Per single request	16K	66K
Throughput Speed Tokens generated per second	80 tok/s	185 tok/s
SWE-bench Verified Real-world software engineering	N/A	72%
GPQA Diamond Graduate-level reasoning	63.5%	82.4%
Cached Input Price Prompt caching discount per 1M tokens	$0.05 / 1M	$0.19 / 1M

Siapa Unggul di Mana?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Aion-3.0

1.8x cheaper monthly runtime

Speed

Gemini 3.6 Flash

+131% faster generation

Context

Gemini 3.6 Flash

1.05M tokens window

Skor Benchmark Terverifikasi

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

Aion-3.0Gemini 3.6 Flash

SWE-bench Verified (Autonomous Coding)

Industry benchmark evaluating real-world GitHub issue resolution and multi-file debugging.

N/Avs72%

GPQA Diamond (Doctorate-Level Science & Math)

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

63.5%vs82.4%

MMLU-Pro (Multi-task Language Understanding)

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

80%vs87.8%

LMSYS Chatbot Arena Elo

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

1335ptsvs1460pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

80 tok/s vs185 tok/s

Latensi & Waktu Respons

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

Gemini 3.6 Flash0.37s

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

Aion-3.06.77s

Gemini 3.6 Flash3.07s

Simulator Biaya Token Interaktif

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

Gemini 3.6 Flash Monthly API Bill

$4.78 / month

$0.75/1M in · $3.75/1M out

Aion-3.0 saves approximately $2.16 / month (45%) under this workload.1.8x Savings

Aion-3.0 · Strengths & Key Advantages

Jendela konteks 131K dengan kapasitas output maksimum hingga 16K token (GPQA Diamond 63.5% · MMLU-Pro 80%)
Kecepatan generasi tinggi 80 token/detik dengan latensi token pertama (TTFT) hanya 520 ms
Skema harga API kompetitif (tarif $0.5/$2 per 1M token) dengan dukungan cache prompt dan output JSON terstruktur

Considerations & Trade-offs

Model cloud proprietari tertutup; bobot model tidak dapat diunduh untuk penggunaan lokal offline
Pada tugas pembuktian ilmiah tingkat ekstrem, model penalaran berat kelas atas memberikan kedalaman lebih tinggi

Gemini 3.6 Flash · Strengths & Key Advantages

Jendela konteks 1.0M dengan kapasitas output maksimum hingga 66K token (SWE-bench Verified 72% · GPQA Diamond 82.4%)
Kecepatan generasi tinggi 185 token/detik dengan latensi token pertama (TTFT) hanya 370 ms
Skema harga API kompetitif (tarif $0.75/$3.75 per 1M token) dengan dukungan cache prompt dan output JSON terstruktur

Considerations & Trade-offs

Model cloud proprietari tertutup; bobot model tidak dapat diunduh untuk penggunaan lokal offline
Pada tugas pembuktian ilmiah tingkat ekstrem, model penalaran berat kelas atas memberikan kedalaman lebih tinggi

Token Use & Task Economics

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

Metric	Aion-3.0	Gemini 3.6 Flash
Cost per Task Estimated USD to finish one task	$0.16	$1.02
Output Tokens / Task Tokens generated per task	20K	39K
Reasoning Tokens / Task Thinking tokens burned per task	7K	19K

Spesifikasi Teknis

Architecture, release timeline, capabilities, and modalities.

Feature	Aion-3.0	Gemini 3.6 Flash
Official API Model ID (SDK)	aion-3-0	models/gemini-3-6-flash
API Protocol	AionLabs REST API (OpenAI-Compatible)	Google Gemini API (generateContent) + OpenAI-Compatible SDK
Release Date	2026-07	2026-07
Knowledge Cutoff	May 2026	March 2026
Architecture	Deliberate Scientific Reasoning Transformer	Enhanced multimodal mixture-of-experts
Parameters	Confidential	Confidential
Enterprise Rate Limits (RPM / TPM)	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM	10,000 – 30,000 RPM (Tier 5 Enterprise) · 4,000,000 – 10,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.5/1M in) across full 131K window	Standard rate up to 200K tokens; 2x input/output tier above 200K tokens
Prompt Cache Policy & TTL	Cached input at $0.05/1M tokens	Implicit + Explicit Context Caching at $0.1875/1M with configurable TTL
Computer Use / GUI Agent	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)	Supported (Screen coordinate grounding, browser & desktop GUI action loops)
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	Built-in Google Search Grounding + Managed Python Code Execution Sandbox
Official Fine-Tuning Support	API Prompt Engineering & RAG Distillation	Vertex AI Supervised Adapter Tuning & Context Distillation
Multimodal Token Billing	Text BPE (~4 chars/token)	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) · Audio (~25–32 tokens/sec) · Video (~258–300 tokens/sec)
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	Google DeepMind Frontier Safety Framework 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, vision, audio, video
Output Modalities	text	text

Aion-3.0 vs Gemini 3.6 Flash: Jawaban Cepat (FAQ)

Which is more intelligent, Aion-3.0 or Gemini 3.6 Flash?

Gemini 3.6 Flash is more intelligent. It scores 84 compared with 83 on the composite Intelligence Index.

Which model is faster?

Gemini 3.6 Flash is faster, generating 185 tokens per second compared with 80 tokens per second.

Which model is cheaper to run?

Aion-3.0 is cheaper at $0.34 per 1M tokens blended, compared with $0.66 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Gemini 3.6 Flash has lower latency, with a time to first token of 0.37s compared with 0.52s.

Which model has a larger context window?

Gemini 3.6 Flash has a larger context window, supporting 1.05M tokens compared with 131.1K tokens.

Kesimpulan

Baik Aion-3.0 (Sangat cocok untuk penalaran logis mendalam, matematika tingkat lanjut, dan analisis ilmiah, sistem RAG perusahaan, dan integrasi API skala produksi.) maupun Gemini 3.6 Flash (Sangat cocok untuk rekayasa perangkat lunak otonom, refactoring multi-file, dan debugging mendalam, sistem RAG perusahaan, dan integrasi API skala produksi.) sangat tangguh: Gemini 3.6 Flash unggul dalam penalaran dan pemrograman, Gemini 3.6 Flash memberikan kecepatan generasi token lebih tinggi, dan Aion-3.0 lebih hemat biaya untuk penggunaan API skala besar.

Pertanyaan Umum (FAQ)

Mana yang lebih baik untuk coding dan penalaran, Aion-3.0 atau Gemini 3.6 Flash?+

Dalam indeks kecerdasan gabungan dan benchmark coding, Gemini 3.6 Flash memimpin. Lihat skor SWE-bench dan GPQA di atas untuk detailnya.

Berapa perbandingan harga API Aion-3.0 vs Gemini 3.6 Flash?+

Aion-3.0 mengenakan biaya $0.50 / $2.00 per 1M token input/output, sedangkan Gemini 3.6 Flash sebesar $0.75 / $3.75. Secara keseluruhan, Aion-3.0 lebih hemat biaya.

Model mana yang memiliki jendela konteks lebih besar dan kecepatan lebih tinggi?+

Aion-3.0 mendukung konteks 131.1K token dibandingkan 1.05M token pada Gemini 3.6 Flash, sementara Gemini 3.6 Flash unggul dalam kecepatan output token per detik.

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 Gemini 3.6 Flash

Ganti & Bandingkan Model Apa Saja

Aion-3.0

Gemini 3.6 Flash

Siapa Unggul di Mana?

Skor Benchmark Terverifikasi

Latensi & Waktu Respons

Simulator Biaya Token Interaktif

Aion-3.0 · Strengths & Key Advantages

Considerations & Trade-offs

Gemini 3.6 Flash · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Spesifikasi Teknis

Aion-3.0 vs Gemini 3.6 Flash: Jawaban Cepat (FAQ)

Kesimpulan

Pertanyaan Umum (FAQ)

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