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Head-to-Head Model Comparison

Amazon Nova Lite vs Amazon Nova Micro

Benchmarks, API Token Pricing, Context Window & Speed Comparison

GetInfoUs araştırma ekibi tarafından incelendiSon inceleme: October 2026Yayın ilkeleri
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AI CompareAI BenchmarkToken PricingModel CostModel SpecsSWE-bench CodingModel VersusWhich AI ModelLLM Speed & LatencyReasoning ModelsExtended ThinkingPrompt Caching ROI
Amazon Nova Lite vs Amazon Nova Micro: Benchmarks, Pricing & Speed Comparison

Amazon tarafından geliştirilen Amazon Nova Lite ve Amazon tarafından sunulan Amazon Nova Micro, kendi sınıflarının öne çıkan yapay zeka modelleridir. Amazon Nova Lite, 300K token bağlam penceresi ve 1M token başına $0.06/$0.24 fiyat sunarken; Amazon Nova Micro, 128K token bağlam penceresi ve $0.04/$0.14 fiyatla gelir. Aşağıda tüm benchmark, hız ve maliyet detaylarını inceleyebilirsiniz.

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Amazon

Amazon Nova Lite

Yerel Çok Modlu Yapay Zeka

Amazon tarafından geliştirilen Amazon Nova Lite; yerel çok modlu metin ve görsel anlama ile karmaşık belge analizi için tasarlanmış olup 300K bağlam penceresi, 135 token/sn hız, 38/100 zeka indeksi ve 1M token başına $0.06/$0.24 fiyatlandır

Intelligence Index38 / 100
Input Token:

$0.06 / 1M

Output Token:

$0.24 / 1M

Context Window:

300K tokens

SWE-bench Verified:

31.2%

Amazon

Amazon Nova Micro

Hafif ve Ekonomik Model

Amazon tarafından geliştirilen Amazon Nova Micro; token başına maksimum maliyet verimliliği ve hızlı üretim çıkarımı için tasarlanmış olup 128K bağlam penceresi, 175 token/sn hız, 34/100 zeka indeksi ve 1M token başına $0.035/$0.14 fiyatlan

Intelligence Index34 / 100
Input Token:

$0.04 / 1M

Output Token:

$0.14 / 1M

Context Window:

128K tokens

SWE-bench Verified:

23%

Bir Bakışta Temel Farklar

  • Amazon Nova Micro is 1.7x cheaper for API usage (input + output tokens combined).
  • Amazon Nova Lite has a larger context window (300K vs 128K tokens).
  • Amazon Nova Micro is faster at 175 tok/s vs 135 tok/s.
  • Amazon Nova Lite leads on SWE-bench coding (31.2% vs 23.0%).
Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →
FeatureAmazon Nova LiteAmazon Nova Micro
Intelligence Index
Composite reasoning & knowledge score (0-100)
3834
Provider
AmazonAmazon
Input Price
Cost per million input tokens
$0.06 / 1M$0.04 / 1M
Output Price
Cost per million output tokens
$0.24 / 1M$0.14 / 1M
Blended Price
Weighted 7:2:1 cache:input:output per 1M
$0.05 / 1M$0.03 / 1M
Context Window
Maximum input + output tokens
300K tokens~450 A4 pages of text128K tokens~192 A4 pages of text
Max Output Tokens
Per single request
8K8K
Throughput Speed
Tokens generated per second
135 tok/s175 tok/s
SWE-bench Verified
Real-world software engineering
31.2%23%
GPQA Diamond
Graduate-level reasoning
42%33.5%
Cached Input Price
Prompt caching discount per 1M tokens
$0.01 / 1M$0.01 / 1M

Hangi Alanda Kim Kazanıyor?

At-a-glance decision framework
Coding
Amazon Nova Lite
+8.2% SWE-bench lead
Cost
Amazon Nova Micro
1.7x cheaper monthly runtime
Speed
Amazon Nova Micro
+30% faster generation
Context
Amazon Nova Lite
300K tokens window

Doğrulanmış Benchmark Puanları

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

Amazon Nova LiteAmazon Nova Micro
SWE-bench Verified (Autonomous Coding)

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

31.2%vs23%
GPQA Diamond (Doctorate-Level Science & Math)

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

42%vs33.5%
MMLU-Pro (Multi-task Language Understanding)

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

61.2%vs52%
LMSYS Chatbot Arena Elo

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

1230ptsvs1195pts
Humanity's Last Exam (Frontier Expert Knowledge)

Extremely difficult, closed-ended questions spanning the frontier of human expert knowledge.

4%vs2.8%
Terminal-Bench (Agentic Coding & Terminal Use)

Autonomous multi-step tasks executed inside a real command-line terminal environment.

20.5%vs15.2%
SciCode (Scientific Computing)

Research-grade coding problems drawn from real scientific and numerical workloads.

21%vs16%
LiveCodeBench (Competitive Coding)

Contamination-free competitive programming problems collected continuously over time.

34.2%vs26%
AIME (Advanced Math Competition)

American Invitational Mathematics Examination — multi-step Olympiad-level reasoning.

39.5%vs30.5%
Long-Context Reasoning

Accuracy when reasoning over very large inputs that fill the model context window.

66%vs60%
Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

135 tok/s vs175 tok/s

Gecikme Süresi ve Yanıt Hızı

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
Amazon Nova Lite0.28s
Amazon Nova Micro0.18s
Est. End-to-End Response (500 tokens)TTFT + generation time
Amazon Nova Lite3.98s
Amazon Nova Micro3.04s

Gerçek Zamanlı Token Maliyet Simülatörü

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

100K / day
10K500K1M
30K / day
5K150K300K
50% cached
0% (Cold)50%90% (Warm)
Amazon Nova Lite Monthly API Bill
$0.33 / month
$0.06/1M in · $0.24/1M out
Amazon Nova Micro Monthly API Bill
$0.19 / month
$0.035/1M in · $0.14/1M out
Amazon Nova Micro saves approximately $0.14 / month (42%) under this workload.1.7x Savings

Amazon Nova Lite · Strengths & Key Advantages

  • 300K bağlam penceresi ve yanıt başına maksimum 8K çıktı tokenı kapasitesi (SWE-bench Verified 31.2% · GPQA Diamond 42%)
  • Sadece 280 ms ilk token gecikmesi (TTFT) ile saniyede 135 token yüksek üretim hızı
  • İstem önbellekleme (Prompt Caching), araç çağırma ve yapılandırılmış JSON çıktısını destekleyen rekabetçi API ekonomisi (1M token başına $0.06/$0.24 fiyatlandırma)
Considerations & Trade-offs
  • Kapalı ağırlıklı bulut modelidir; çevrimdışı yerel sunuculara indirilerek çalıştırılamaz
  • Çok karmaşık akademik ve bilimsel çıkarımlarda üst düzey ağır akıl yürütme modelleri daha derin sonuçlar verebilir

Amazon Nova Micro · Strengths & Key Advantages

  • 128K bağlam penceresi ve yanıt başına maksimum 8K çıktı tokenı kapasitesi (SWE-bench Verified 23% · GPQA Diamond 33.5%)
  • Sadece 180 ms ilk token gecikmesi (TTFT) ile saniyede 175 token yüksek üretim hızı
  • İstem önbellekleme (Prompt Caching), araç çağırma ve yapılandırılmış JSON çıktısını destekleyen rekabetçi API ekonomisi (1M token başına $0.035/$0.14 fiyatlandırma)
Considerations & Trade-offs
  • Kapalı ağırlıklı bulut modelidir; çevrimdışı yerel sunuculara indirilerek çalıştırılamaz
  • Çok karmaşık akademik ve bilimsel çıkarımlarda üst düzey ağır akıl yürütme modelleri daha derin sonuçlar verebilir

Token Use & Task Economics

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

MetricAmazon Nova LiteAmazon Nova Micro
Cost per Task
Estimated USD to finish one task
$0.06$0.03
Output Tokens / Task
Tokens generated per task
19K15K
Reasoning Tokens / Task
Thinking tokens burned per task
0K0K

Teknik Özellikler

Architecture, release timeline, capabilities, and modalities.

FeatureAmazon Nova LiteAmazon Nova Micro
Official API Model ID (SDK)nova-litenova-micro
API ProtocolAmazon REST API (OpenAI-Compatible)Amazon REST API (OpenAI-Compatible)
Release Date2024-122024-12
Knowledge CutoffOctober 2024October 2024
ArchitectureHigh-Speed Multimodal Foundation TransformerUltra-Fast Text-Only Dense Transformer
ParametersConfidentialConfidential
Enterprise Rate Limits (RPM / TPM)5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)Flat rate ($0.06/1M in) across full 300K windowFlat rate ($0.035/1M in) across full 128K window
Prompt Cache Policy & TTLCached input at $0.015/1M tokensCached input at $0.009/1M tokens
Computer Use / GUI AgentAPI / 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 CallingNative MCP Client/Server ready · Parallel function calling · 100% Strict JSON SchemaNative MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & SandboxSupported via external Tavily/Exa Search & E2B/Docker Sandbox toolsSupported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning SupportAPI Prompt Engineering & RAG DistillationAPI Prompt Engineering & RAG Distillation
Multimodal Token BillingText BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) · Video (~258–300 tokens/sec)Text BPE (~4 chars/token)
Quantization & Min GPU VRAMCloud-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 ClassificationAmazon Production Safety & Alignment VerifiedAmazon Production Safety & Alignment Verified
Enterprise Compliance (ZDR/HIPAA/SOC2)SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise TierSOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalitiestext, vision, videotext
Output Modalitiestexttext

Amazon Nova Lite vs Amazon Nova Micro: Hızlı Yanıtlar (SSS)

Which is more intelligent, Amazon Nova Lite or Amazon Nova Micro?

Amazon Nova Lite is more intelligent. It scores 38 compared with 34 on the composite Intelligence Index.

Which model is faster?

Amazon Nova Micro is faster, generating 175 tokens per second compared with 135 tokens per second.

Which model is cheaper to run?

Amazon Nova Micro is cheaper at $0.03 per 1M tokens blended, compared with $0.05 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Amazon Nova Micro has lower latency, with a time to first token of 0.18s compared with 0.28s.

Which model has a larger context window?

Amazon Nova Lite has a larger context window, supporting 300K tokens compared with 128K tokens.

Sonuç

Hem Amazon Nova Lite (yerel çok modlu metin ve görsel anlama ile karmaşık belge analizi, kurumsal RAG mimarileri ve ölçeklenebilir üretim API entegrasyonları için idealdir.) hem de Amazon Nova Micro (token başına maksimum maliyet verimliliği ve hızlı üretim çıkarımı, kurumsal RAG mimarileri ve ölçeklenebilir üretim API entegrasyonları için idealdir.) güçlü üretim seçenekleridir: Amazon Nova Lite karmaşık akıl yürütme ve kodlama testlerinde öne çıkarken, Amazon Nova Micro daha yüksek üretim hızı sağlar; Amazon Nova Micro ise yüksek hacimli API kullanımlarında daha ekonomiktir.

Sıkça Sorulan Sorular (SSS)

Kodlama ve akıl yürütme için Amazon Nova Lite mi yoksa Amazon Nova Micro mi daha iyi?+

Bileşik zeka endeksi ve yazılım testlerinde Amazon Nova Lite önde yer alıyor. Detaylı karşılaştırma için yukarıdaki SWE-bench ve GPQA tablolarına göz atabilirsiniz.

Amazon Nova Lite ve Amazon Nova Micro API fiyatları nasıl karşılaştırılır?+

Amazon Nova Lite 1M giriş/çıkış tokeni başına $0.06 / $0.24 ücretlendirilirken, Amazon Nova Micro $0.04 / $0.14 seviyesindedir. Karma maliyette Amazon Nova Micro daha avantajlıdır.

Hangi modelin bağlam penceresi daha geniş ve hızı daha yüksek?+

Amazon Nova Lite 300K token bağlam penceresi sunarken Amazon Nova Micro 128K token kapasiteye sahiptir. Saniyedeki token üretim hızında ise Amazon Nova Micro öndedir.

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 & PricingContext WindowAI BenchmarksReasoning ModelsTool CallingModel Context Protocol (MCP)

Related reading

Benchmark scores, token prices, and rate limits evolve rapidly as AI labs release model updates. Always verify current specifications and pricing on the official provider documentation.

Resmi kaynaklar: Amazon ve Amazon resmi API dokümantasyonu, sistem kartları ve bağımsız benchmark testleri (2026).