Head-to-Head Model Comparison

ERNIE X1 vs Amazon Nova Premier

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Verificato dal team di ricerca di GetInfoUsUltima verifica: October 2026Politica editoriale

Cambia e Confronta Qualsiasi Modello

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

ERNIE X1Profile

Amazon Nova PremierProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Baidu

ERNIE X1

Motore di Ragionamento Profondo

ERNIE X1 di Baidu è un modello di IA progettato per il ragionamento logico profondo, la matematica avanzata e l’analisi scientifica, con finestra di contesto da 128K, velocità di 65 token/s, indice di intelligenza di 82/100 e tariffa di $0.

Intelligence Index82 / 100

Input Token:

$0.40 / 1M

Output Token:

$1.60 / 1M

Context Window:

128K tokens

SWE-bench Verified:

N/A

Amazon

Amazon Nova Premier

Modello Ammiraglia di Frontiera

Amazon Nova Premier di Amazon è un modello di IA progettato per il ragionamento aziendale di frontiera, la programmazione avanzata e i carichi di produzione, con finestra di contesto da 1M, velocità di 75 token/s, indice di intelligenza di

Intelligence Index87 / 100

Input Token:

$2.00 / 1M

Output Token:

$8.00 / 1M

Context Window:

1M tokens

SWE-bench Verified:

55%

Differenze Chiave a Colpo d’Occhio

ERNIE X1 is 5.2x cheaper for API usage (input + output tokens combined).
Amazon Nova Premier has a larger context window (1M vs 128K tokens).
Amazon Nova Premier is faster at 75 tok/s vs 65 tok/s.

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

Feature	ERNIE X1	Amazon Nova Premier
Intelligence Index Composite reasoning & knowledge score (0-100)	82	87
Provider	Baidu	Amazon
Input Price Cost per million input tokens	$0.40 / 1M	$2.00 / 1M
Output Price Cost per million output tokens	$1.60 / 1M	$8.00 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.27 / 1M	$1.55 / 1M
Context Window Maximum input + output tokens	128K tokens~192 A4 pages of text	1M tokens~1,500 A4 pages of text
Max Output Tokens Per single request	16K	16K
Throughput Speed Tokens generated per second	65 tok/s	75 tok/s
SWE-bench Verified Real-world software engineering	N/A	55%
GPQA Diamond Graduate-level reasoning	65%	68%
Cached Input Price Prompt caching discount per 1M tokens	$0.04 / 1M	$0.50 / 1M

Chi vince in ogni categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

ERNIE X1

5.2x cheaper monthly runtime

Speed

Amazon Nova Premier

+15% faster generation

Context

Amazon Nova Premier

1M tokens window

Punteggi Benchmark Verificati

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

ERNIE X1Amazon Nova Premier

SWE-bench Verified (Autonomous Coding)

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

N/Avs55%

GPQA Diamond (Doctorate-Level Science & Math)

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

65%vs68%

MMLU-Pro (Multi-task Language Understanding)

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

80%vs84%

LMSYS Chatbot Arena Elo

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

1340ptsvs1385pts

AIME (Advanced Math Competition)

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

76%vsN/A

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

65 tok/s vs75 tok/s

Latenza e Tempo di Risposta

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

ERNIE X10.82s

Amazon Nova Premier0.58s

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

ERNIE X18.51s

Amazon Nova Premier7.25s

Simulatore Interattivo dei Costi Token

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)

ERNIE X1 Monthly API Bill

$2.10 / month

$0.4/1M in · $1.6/1M out

Amazon Nova Premier Monthly API Bill

$10.95 / month

$2/1M in · $8/1M out

ERNIE X1 saves approximately $8.85 / month (81%) under this workload.5.2x Savings

ERNIE X1 · Strengths & Key Advantages

Finestra di contesto da 128K con capacità massima di output fino a 16K token (GPQA Diamond 65% · MMLU-Pro 80%)
Throughput elevato di 65 token/secondo con latenza al primo token (TTFT) di soli 820 ms
Economia API competitiva ($0.4/$1.6 per 1M di token) con supporto per prompt caching, tool calling e output JSON strutturati

Considerations & Trade-offs

Modello cloud proprietario chiuso; non consente il download locale dei pesi per l’esecuzione offline
Nelle dimostrazioni scientifiche più estreme, i modelli di ragionamento pesante dedicati offrono maggiore profondità

Amazon Nova Premier · Strengths & Key Advantages

Finestra di contesto da 1M con capacità massima di output fino a 16K token (SWE-bench Verified 55% · GPQA Diamond 68%)
Throughput elevato di 75 token/secondo con latenza al primo token (TTFT) di soli 580 ms
Economia API competitiva ($2/$8 per 1M di token) con supporto per prompt caching, tool calling e output JSON strutturati

Considerations & Trade-offs

Modello cloud proprietario chiuso; non consente il download locale dei pesi per l’esecuzione offline
Per volumi di traffico elevati in produzione si consiglia di attivare il prompt caching e la Batch API

Token Use & Task Economics

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

Metric	ERNIE X1	Amazon Nova Premier
Cost per Task Estimated USD to finish one task	$0.14	$0.35
Output Tokens / Task Tokens generated per task	20K	25K
Reasoning Tokens / Task Thinking tokens burned per task	11K	8K

Specifiche Tecniche

Architecture, release timeline, capabilities, and modalities.

Feature	ERNIE X1	Amazon Nova Premier
Official API Model ID (SDK)	ernie-x1	nova-premier
API Protocol	Baidu REST API (OpenAI-Compatible)	Amazon REST API (OpenAI-Compatible)
Release Date	2025-03	2025-04
Knowledge Cutoff	January 2025	January 2025
Architecture	Deep Deliberate Reasoning Transformer	Frontier Multimodal Enterprise 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) · 4,000,000 – 10,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.4/1M in) across full 128K window	Flat rate ($2/1M in) across full 1000K window
Prompt Cache Policy & TTL	Cached input at $0.04/1M tokens	Cached input at $0.5/1M tokens
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	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) · 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	Baidu 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	text, vision, video
Output Modalities	text	text

ERNIE X1 vs Amazon Nova Premier: Risposte Rapide (FAQ)

Which is more intelligent, ERNIE X1 or Amazon Nova Premier?

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

Which model is faster?

Amazon Nova Premier is faster, generating 75 tokens per second compared with 65 tokens per second.

Which model is cheaper to run?

ERNIE X1 is cheaper at $0.27 per 1M tokens blended, compared with $1.55 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Amazon Nova Premier has lower latency, with a time to first token of 0.58s compared with 0.82s.

Which model has a larger context window?

Amazon Nova Premier has a larger context window, supporting 1M tokens compared with 128K tokens.

Verdetto

Sia ERNIE X1 (Ideale per il ragionamento logico profondo, la matematica avanzata e l’analisi scientifica, sistemi RAG aziendali e integrazioni API scalabili.) sia Amazon Nova Premier (Ideale per il ragionamento aziendale di frontiera, la programmazione avanzata e i carichi di produzione, sistemi RAG aziendali e integrazioni API scalabili.) eccellono in produzione: Amazon Nova Premier guida nei benchmark di ragionamento e programmazione, Amazon Nova Premier garantisce una generazione più rapida e ERNIE X1 offre il miglior rapporto qualità-prezzo per carichi API elevati.

Domande Frequenti (FAQ)

Quale modello è migliore per coding e ragionamento, ERNIE X1 o Amazon Nova Premier?+

Nell’indice di intelligenza composito e nei benchmark di programmazione prevale Amazon Nova Premier. Consulta i punteggi SWE-bench e GPQA qui sopra per tutti i dettagli.

Qual è la differenza di prezzo API tra ERNIE X1 e Amazon Nova Premier?+

ERNIE X1 costa $0.40 / $1.60 per milione di token di input/output, mentre Amazon Nova Premier costa $2.00 / $8.00. Nel costo combinato, ERNIE X1 risulta più economico.

Quale modello ha la finestra di contesto più ampia e la velocità maggiore?+

ERNIE X1 supporta 128K token di contesto contro 1M token di Amazon Nova Premier, mentre Amazon Nova Premier offre una velocità di generazione superiore.

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)

ERNIE X1 vs Amazon Nova Premier

Cambia e Confronta Qualsiasi Modello

ERNIE X1

Amazon Nova Premier

Chi vince in ogni categoria?

Punteggi Benchmark Verificati

Latenza e Tempo di Risposta

Simulatore Interattivo dei Costi Token

ERNIE X1 · Strengths & Key Advantages

Considerations & Trade-offs

Amazon Nova Premier · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Specifiche Tecniche

ERNIE X1 vs Amazon Nova Premier: Risposte Rapide (FAQ)

Verdetto

Domande Frequenti (FAQ)

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