Head-to-Head Model Comparison

Doubao 1.5 Pro 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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Doubao 1.5 ProProfile

Amazon Nova ProProfile

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Popular Matchups:

ByteDance

Doubao 1.5 Pro

Model Unggulan Garis Depan

Doubao 1.5 Pro dari ByteDance adalah model AI yang dirancang untuk penalaran perusahaan garis depan, pemrograman tingkat lanjut, dan produksi AI, menghadirkan jendela konteks 256K, kecepatan 120 token/detik, indeks kecerdasan 82/100, serta

Intelligence Index82 / 100

Input Token:

$0.11 / 1M

Output Token:

$0.28 / 1M

Context Window:

256K tokens

SWE-bench Verified:

N/A

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

Doubao 1.5 Pro is 10.0x cheaper for API usage (input + output tokens combined).
Amazon Nova Pro has a larger context window (300K vs 256K tokens).
Doubao 1.5 Pro is faster at 120 tok/s vs 85 tok/s.

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

Feature	Doubao 1.5 Pro	Amazon Nova Pro
Intelligence Index Composite reasoning & knowledge score (0-100)	82	82
Provider	ByteDance	Amazon
Input Price Cost per million input tokens	$0.11 / 1M	$0.80 / 1M
Output Price Cost per million output tokens	$0.28 / 1M	$3.20 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.06 / 1M	$0.62 / 1M
Context Window Maximum input + output tokens	256K tokens~384 A4 pages of text	300K tokens~450 A4 pages of text
Max Output Tokens Per single request	8K	8K
Throughput Speed Tokens generated per second	120 tok/s	85 tok/s
SWE-bench Verified Real-world software engineering	N/A	N/A
GPQA Diamond Graduate-level reasoning	63.5%	62%
Cached Input Price Prompt caching discount per 1M tokens	$0.01 / 1M	$0.20 / 1M

Siapa Unggul di Mana?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Doubao 1.5 Pro

10.0x cheaper monthly runtime

Speed

Doubao 1.5 Pro

+41% faster generation

Context

Amazon Nova Pro

300K tokens window

Skor Benchmark Terverifikasi

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

Doubao 1.5 ProAmazon Nova Pro

GPQA Diamond (Doctorate-Level Science & Math)

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

63.5%vs62%

MMLU-Pro (Multi-task Language Understanding)

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

79.5%vs79%

LMSYS Chatbot Arena Elo

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

1340ptsvs1330pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

120 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

Doubao 1.5 Pro0.34s

Amazon Nova Pro0.44s

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

Doubao 1.5 Pro4.51s

Amazon Nova Pro6.32s

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)

Doubao 1.5 Pro Monthly API Bill

$0.44 / month

$0.11/1M in · $0.28/1M out

Amazon Nova Pro Monthly API Bill

$4.38 / month

$0.8/1M in · $3.2/1M out

Doubao 1.5 Pro saves approximately $3.94 / month (90%) under this workload.10.0x Savings

Doubao 1.5 Pro · Strengths & Key Advantages

Jendela konteks 256K dengan kapasitas output maksimum hingga 8K token (GPQA Diamond 63.5% · MMLU-Pro 79.5%)
Kecepatan generasi tinggi 120 token/detik dengan latensi token pertama (TTFT) hanya 340 ms
Skema harga API kompetitif (tarif $0.11/$0.28 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

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.

Metric	Doubao 1.5 Pro	Amazon Nova Pro
Cost per Task Estimated USD to finish one task	$0.04	$0.16
Output Tokens / Task Tokens generated per task	16K	18K
Reasoning Tokens / Task Thinking tokens burned per task	3K	4K

Spesifikasi Teknis

Architecture, release timeline, capabilities, and modalities.

Feature	Doubao 1.5 Pro	Amazon Nova Pro
Official API Model ID (SDK)	doubao-1-5-pro	nova-pro
API Protocol	ByteDance REST API (OpenAI-Compatible)	Amazon REST API (OpenAI-Compatible)
Release Date	2025-01	2024-12
Knowledge Cutoff	November 2024	October 2024
Architecture	High-Throughput Multimodal Foundation Transformer	Enterprise Multimodal Foundation 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 ($0.11/1M in) across full 256K window	Flat rate ($0.8/1M in) across full 300K window
Prompt Cache Policy & TTL	Cached input at $0.015/1M tokens	Cached input at $0.2/1M tokens
Computer Use / GUI Agent	Supported (Screen coordinate grounding, browser & desktop GUI action loops)	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	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) · Vision (~258–765 tokens per image tile)	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) · 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	ByteDance Production Safety & Alignment Verified	Amazon 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, vision	text, vision, video
Output Modalities	text	text

Doubao 1.5 Pro vs Amazon Nova Pro: Jawaban Cepat (FAQ)

Which model is faster?

Doubao 1.5 Pro is faster, generating 120 tokens per second compared with 85 tokens per second.

Which model is cheaper to run?

Doubao 1.5 Pro is cheaper at $0.06 per 1M tokens blended, compared with $0.62 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Doubao 1.5 Pro has lower latency, with a time to first token of 0.34s compared with 0.44s.

Which model has a larger context window?

Amazon Nova Pro has a larger context window, supporting 300K tokens compared with 256K tokens.

Kesimpulan

Baik Doubao 1.5 Pro (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: Doubao 1.5 Pro unggul dalam penalaran dan pemrograman, Doubao 1.5 Pro memberikan kecepatan generasi token lebih tinggi, dan Doubao 1.5 Pro lebih hemat biaya untuk penggunaan API skala besar.

Pertanyaan Umum (FAQ)

Mana yang lebih baik untuk coding dan penalaran, Doubao 1.5 Pro atau Amazon Nova Pro?+

Dalam indeks kecerdasan gabungan dan benchmark coding, Doubao 1.5 Pro memimpin. Lihat skor SWE-bench dan GPQA di atas untuk detailnya.

Berapa perbandingan harga API Doubao 1.5 Pro vs Amazon Nova Pro?+

Doubao 1.5 Pro mengenakan biaya $0.11 / $0.28 per 1M token input/output, sedangkan Amazon Nova Pro sebesar $0.80 / $3.20. Secara keseluruhan, Doubao 1.5 Pro lebih hemat biaya.

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

Doubao 1.5 Pro mendukung konteks 256K token dibandingkan 300K token pada Amazon Nova Pro, sementara Doubao 1.5 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 & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Doubao 1.5 Pro vs Amazon Nova Pro

Ganti & Bandingkan Model Apa Saja

Doubao 1.5 Pro

Amazon Nova Pro

Siapa Unggul di Mana?

Skor Benchmark Terverifikasi

Latensi & Waktu Respons

Simulator Biaya Token Interaktif

Doubao 1.5 Pro · Strengths & Key Advantages

Considerations & Trade-offs

Amazon Nova Pro · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Spesifikasi Teknis

Doubao 1.5 Pro vs Amazon Nova Pro: Jawaban Cepat (FAQ)

Kesimpulan

Pertanyaan Umum (FAQ)

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