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Head-to-Head Model Comparison

Amazon Nova Premier vs Amazon Nova Pro

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Ditinjau oleh tim riset GetInfoUsPeninjauan terakhir: October 2026Kebijakan editorial
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Related topics (12)
AI CompareAI BenchmarkToken PricingModel CostModel SpecsSWE-bench CodingModel VersusWhich AI ModelLLM Speed & LatencyReasoning ModelsExtended ThinkingPrompt Caching ROI
Amazon Nova Premier vs Amazon Nova Pro: Benchmarks, Pricing & Speed Comparison

Amazon Nova Premier dari Amazon dan Amazon Nova Pro dari Amazon adalah dua model AI unggulan. Amazon Nova Premier menawarkan jendela konteks 1M token dengan harga $2.00/$8.00 per 1 juta token, sedangkan Amazon Nova Pro menyediakan konteks 300K token seharga $0.80/$3.20 per 1 juta token. Berikut perbandingan lengkap benchmark, latensi, dan biayanya.

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Amazon Nova Premier

Model Unggulan Garis Depan

Amazon Nova Premier dari Amazon adalah model AI yang dirancang untuk penalaran perusahaan garis depan, pemrograman tingkat lanjut, dan produksi AI, menghadirkan jendela konteks 1M, kecepatan 75 token/detik, indeks kecerdasan 87/100, serta t

Intelligence Index87 / 100
Input Token:

$2.00 / 1M

Output Token:

$8.00 / 1M

Context Window:

1M tokens

SWE-bench Verified:

55%

Amazon

Amazon Nova Pro

Model Unggulan Garis Depan

Amazon Nova Pro dari Amazon adalah model AI yang dirancang untuk penalaran perusahaan garis depan, pemrograman tingkat lanjut, dan produksi AI, menghadirkan jendela konteks 300K, kecepatan 85 token/detik, indeks kecerdasan 82/100, serta tar

Intelligence Index82 / 100
Input Token:

$0.80 / 1M

Output Token:

$3.20 / 1M

Context Window:

300K tokens

SWE-bench Verified:

N/A

Perbedaan Utama Sekilas

  • Amazon Nova Pro is 2.5x cheaper for API usage (input + output tokens combined).
  • Amazon Nova Premier has a larger context window (1M vs 300K tokens).
  • Amazon Nova Pro is faster at 85 tok/s vs 75 tok/s.
Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →
FeatureAmazon Nova PremierAmazon Nova Pro
Intelligence Index
Composite reasoning & knowledge score (0-100)
8782
Provider
AmazonAmazon
Input Price
Cost per million input tokens
$2.00 / 1M$0.80 / 1M
Output Price
Cost per million output tokens
$8.00 / 1M$3.20 / 1M
Blended Price
Weighted 7:2:1 cache:input:output per 1M
$1.55 / 1M$0.62 / 1M
Context Window
Maximum input + output tokens
1M tokens~1,500 A4 pages of text300K tokens~450 A4 pages of text
Max Output Tokens
Per single request
16K8K
Throughput Speed
Tokens generated per second
75 tok/s85 tok/s
SWE-bench Verified
Real-world software engineering
55%N/A
GPQA Diamond
Graduate-level reasoning
68%62%
Cached Input Price
Prompt caching discount per 1M tokens
$0.50 / 1M$0.20 / 1M

Siapa Unggul di Mana?

At-a-glance decision framework
Coding

Evaluations ongoing

Cost
Amazon Nova Pro
2.5x cheaper monthly runtime
Speed
Amazon Nova Pro
+13% faster generation
Context
Amazon Nova Premier
1M tokens window

Skor Benchmark Terverifikasi

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

Amazon Nova PremierAmazon Nova Pro
SWE-bench Verified (Autonomous Coding)

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

55%vsN/A
GPQA Diamond (Doctorate-Level Science & Math)

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

68%vs62%
MMLU-Pro (Multi-task Language Understanding)

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

84%vs79%
LMSYS Chatbot Arena Elo

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

1385ptsvs1330pts
Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

75 tok/s vs85 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
Amazon Nova Premier0.58s
Amazon Nova Pro0.44s
Est. End-to-End Response (500 tokens)TTFT + generation time
Amazon Nova Premier7.25s
Amazon Nova Pro6.32s

Simulator Biaya Token Interaktif

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 Premier Monthly API Bill
$10.95 / month
$2/1M in · $8/1M out
Amazon Nova Pro Monthly API Bill
$4.38 / month
$0.8/1M in · $3.2/1M out
Amazon Nova Pro saves approximately $6.57 / month (60%) under this workload.2.5x Savings

Amazon Nova Premier · Strengths & Key Advantages

  • Jendela konteks 1M dengan kapasitas output maksimum hingga 16K token (SWE-bench Verified 55% · GPQA Diamond 68%)
  • Kecepatan generasi tinggi 75 token/detik dengan latensi token pertama (TTFT) hanya 580 ms
  • Skema harga API kompetitif (tarif $2/$8 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
  • Untuk trafik produksi skala besar, disarankan mengaktifkan fitur Prompt Caching dan Batch API guna menghemat biaya

Amazon Nova Pro · Strengths & Key Advantages

  • Jendela konteks 300K dengan kapasitas output maksimum hingga 8K token (GPQA Diamond 62% · MMLU-Pro 79%)
  • Kecepatan generasi tinggi 85 token/detik dengan latensi token pertama (TTFT) hanya 440 ms
  • Skema harga API kompetitif (tarif $0.8/$3.2 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

Token Use & Task Economics

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

MetricAmazon Nova PremierAmazon Nova Pro
Cost per Task
Estimated USD to finish one task
$0.35$0.16
Output Tokens / Task
Tokens generated per task
25K18K
Reasoning Tokens / Task
Thinking tokens burned per task
8K4K

Spesifikasi Teknis

Architecture, release timeline, capabilities, and modalities.

FeatureAmazon Nova PremierAmazon Nova Pro
Official API Model ID (SDK)nova-premiernova-pro
API ProtocolAmazon REST API (OpenAI-Compatible)Amazon REST API (OpenAI-Compatible)
Release Date2025-042024-12
Knowledge CutoffJanuary 2025October 2024
ArchitectureFrontier Multimodal Enterprise TransformerEnterprise Multimodal Foundation Transformer
ParametersConfidentialConfidential
Enterprise Rate Limits (RPM / TPM)5,000 – 15,000 RPM (Production Tier) · 4,000,000 – 10,000,000 TPM5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)Flat rate ($2/1M in) across full 1000K windowFlat rate ($0.8/1M in) across full 300K window
Prompt Cache Policy & TTLCached input at $0.5/1M tokensCached input at $0.2/1M tokens
Computer Use / GUI AgentSupported (Screen coordinate grounding, browser & desktop GUI action loops)Supported (Screen coordinate grounding, browser & desktop GUI action loops)
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) · Vision (~258–765 tokens per image tile) · Video (~258–300 tokens/sec)
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, vision, video
Output Modalitiestexttext

Amazon Nova Premier vs Amazon Nova Pro: Jawaban Cepat (FAQ)

Which is more intelligent, Amazon Nova Premier or Amazon Nova Pro?

Amazon Nova Premier is more intelligent. It scores 87 compared with 82 on the composite Intelligence Index.

Which model is faster?

Amazon Nova Pro is faster, generating 85 tokens per second compared with 75 tokens per second.

Which model is cheaper to run?

Amazon Nova Pro is cheaper at $0.62 per 1M tokens blended, compared with $1.55 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Amazon Nova Pro has lower latency, with a time to first token of 0.44s compared with 0.58s.

Which model has a larger context window?

Amazon Nova Premier has a larger context window, supporting 1M tokens compared with 300K tokens.

Kesimpulan

Baik Amazon Nova Premier (Sangat cocok untuk penalaran perusahaan garis depan, pemrograman tingkat lanjut, dan produksi AI, sistem RAG perusahaan, dan integrasi API skala produksi.) maupun Amazon Nova Pro (Sangat cocok untuk penalaran perusahaan garis depan, pemrograman tingkat lanjut, dan produksi AI, sistem RAG perusahaan, dan integrasi API skala produksi.) sangat tangguh: Amazon Nova Premier unggul dalam penalaran dan pemrograman, Amazon Nova Pro memberikan kecepatan generasi token lebih tinggi, dan Amazon Nova Pro lebih hemat biaya untuk penggunaan API skala besar.

Pertanyaan Umum (FAQ)

Mana yang lebih baik untuk coding dan penalaran, Amazon Nova Premier atau Amazon Nova Pro?+

Dalam indeks kecerdasan gabungan dan benchmark coding, Amazon Nova Premier memimpin. Lihat skor SWE-bench dan GPQA di atas untuk detailnya.

Berapa perbandingan harga API Amazon Nova Premier vs Amazon Nova Pro?+

Amazon Nova Premier mengenakan biaya $2.00 / $8.00 per 1M token input/output, sedangkan Amazon Nova Pro sebesar $0.80 / $3.20. Secara keseluruhan, Amazon Nova Pro lebih hemat biaya.

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

Amazon Nova Premier mendukung konteks 1M token dibandingkan 300K token pada Amazon Nova Pro, sementara Amazon Nova Pro 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 & 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.

Sumber resmi: Dokumentasi API resmi Amazon & Amazon serta evaluasi benchmark independen (2026).