Head-to-Head Model Comparison

ERNIE Speed vs ERNIE Lite

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Revisado pela equipe de pesquisa do GetInfoUsÚltima revisão: October 2026Política editorial

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ERNIE SpeedProfile

ERNIE LiteProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Baidu

ERNIE Speed

Inferência Ultrarrápida

O ERNIE Speed da Baidu é um modelo de IA projetado para respostas em tempo real com latência ultrabaixa e roteamento de alto volume, oferecendo janela de contexto de 128K, velocidade de 175 tokens/s, índice de inteligência de 68/100 e tarif

Intelligence Index68 / 100

Input Token:

$0.00 / 1M

Output Token:

$0.00 / 1M

Context Window:

128K tokens

SWE-bench Verified:

N/A

Baidu

ERNIE Lite

Modelo Leve e Econômico

O ERNIE Lite da Baidu é um modelo de IA projetado para máxima economia por token e alto desempenho em escala de produção, oferecendo janela de contexto de 128K, velocidade de 190 tokens/s, índice de inteligência de 65/100 e tarifa de acesso

Intelligence Index65 / 100

Input Token:

$0.00 / 1M

Output Token:

$0.00 / 1M

Context Window:

128K tokens

SWE-bench Verified:

N/A

Principais Diferenças em Resumo

Both models cost the same under this workload — choose on capability, not price.
ERNIE Lite is faster at 190 tok/s vs 175 tok/s.

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

Feature	ERNIE Speed	ERNIE Lite
Intelligence Index Composite reasoning & knowledge score (0-100)	68	65
Provider	Baidu	Baidu
Input Price Cost per million input tokens	$0.00 / 1M	$0.00 / 1M
Output Price Cost per million output tokens	$0.00 / 1M	$0.00 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.00 / 1M	$0.00 / 1M
Context Window Maximum input + output tokens	128K tokens~192 A4 pages of text	128K tokens~192 A4 pages of text
Max Output Tokens Per single request	4K	4K
Throughput Speed Tokens generated per second	175 tok/s	190 tok/s
SWE-bench Verified Real-world software engineering	N/A	N/A

Quem vence em cada categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Tied

Identical monthly runtime cost

Speed

ERNIE Lite

+9% faster generation

Context

Tied

128K tokens window

Pontuações de Benchmarks Verificadas

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

ERNIE SpeedERNIE Lite

MMLU-Pro (Multi-task Language Understanding)

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

64%vs61%

LMSYS Chatbot Arena Elo

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

1205ptsvs1180pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

175 tok/s vs190 tok/s

Latência e Tempo de Resposta

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 Speed0.23s

ERNIE Lite0.20s

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

ERNIE Speed3.09s

ERNIE Lite2.83s

Simulador Interativo de Custo de Tokens

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 Speed Monthly API Bill

$0.00 / month

$0/1M in · $0/1M out

ERNIE Lite Monthly API Bill

$0.00 / month

$0/1M in · $0/1M out

These models cost the same under this workload — no savings either way.Break-even

ERNIE Speed · Strengths & Key Advantages

Janela de contexto de 128K com limite máximo de saída de 4K tokens (MMLU-Pro 64% · Arena Elo 1205)
Taxa de transferência rápida de 175 tokens/segundo com latência inicial (TTFT) de 230 ms
Pesos abertos (Confidential / 8B Scale) para auto-hospedagem local ou em nuvem privada via vLLM, SGLang ou Ollama

Considerations & Trade-offs

Requer servidores GPU com memória VRAM adequada para execução local em precisão total
Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

ERNIE Lite · Strengths & Key Advantages

Janela de contexto de 128K com limite máximo de saída de 4K tokens (MMLU-Pro 61% · Arena Elo 1180)
Taxa de transferência rápida de 190 tokens/segundo com latência inicial (TTFT) de 200 ms
Pesos abertos (Confidential / 3B Scale) para auto-hospedagem local ou em nuvem privada via vLLM, SGLang ou Ollama

Considerations & Trade-offs

Requer servidores GPU com memória VRAM adequada para execução local em precisão total
Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

Token Use & Task Economics

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

Metric	ERNIE Speed	ERNIE Lite
Cost per Task Estimated USD to finish one task	$0.00	$0.00
Output Tokens / Task Tokens generated per task	8K	6K
Reasoning Tokens / Task Thinking tokens burned per task	0K	0K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

Feature	ERNIE Speed	ERNIE Lite
Official API Model ID (SDK)	ernie-speed	ernie-lite
API Protocol	OpenAI-Compatible REST / vLLM / SGLang / HuggingFace TGI	OpenAI-Compatible REST / vLLM / SGLang / HuggingFace TGI
Release Date	2024-03	2024-03
Knowledge Cutoff	December 2023	December 2023
Architecture	Distilled High-Throughput Transformer	Ultra-Lightweight Edge-Ready Transformer
Parameters	Confidential / 8B Scale	Confidential / 3B Scale
Enterprise Rate Limits (RPM / TPM)	Unlimited (Hardware-bound on self-hosted GPU) / 10,000 RPM Cloud · Unlimited local throughput / 10M+ TPM Managed Cloud	Unlimited (Hardware-bound on self-hosted GPU) / 10,000 RPM Cloud · Unlimited local throughput / 10M+ TPM Managed Cloud
Long-Context Tier (>128K/200K)	Free across full context window (only KV-cache VRAM scales)	Free across full context window (only KV-cache VRAM scales)
Prompt Cache Policy & TTL	Automatic prefix KV-caching in vLLM / SGLang (0 cost)	Automatic prefix KV-caching in vLLM / SGLang (0 cost)
Computer Use / GUI Agent	API / 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 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	Full Weights SFT, LoRA, QLoRA, DPO & GRPO RL (Unsloth / Axolotl / Llama-Factory)	Full Weights SFT, LoRA, QLoRA, DPO & GRPO RL (Unsloth / Axolotl / Llama-Factory)
Multimodal Token Billing	Text BPE (~4 chars/token)	Text BPE (~4 chars/token)
Quantization & Min GPU VRAM	BF16 / FP16, FP8 Dynamic, INT4 AWQ / GPTQ, GGUF (Q4_K_M / Q8_0) · 5 GB VRAM (4-bit Quantized) · 17 GB VRAM (Native BF16)	BF16 / FP16, FP8 Dynamic, INT4 AWQ / GPTQ, GGUF (Q4_K_M / Q8_0) · 2 GB VRAM (4-bit Quantized) · 6 GB VRAM (Native BF16)
Safety & Frontier Classification	Open-Weights System Card + Customizable Guardrail Layer (Llama Guard / ShieldGemma)	Open-Weights System Card + Customizable Guardrail Layer (Llama Guard / ShieldGemma)
Enterprise Compliance (ZDR/HIPAA/SOC2)	100% Air-Gapped On-Premises / Private VPC · Full HIPAA, GDPR & SOC2 Control	100% Air-Gapped On-Premises / Private VPC · Full HIPAA, GDPR & SOC2 Control
Input Modalities	text	text
Output Modalities	text	text

ERNIE Speed vs ERNIE Lite: Respostas Rápidas (FAQ)

Which is more intelligent, ERNIE Speed or ERNIE Lite?

ERNIE Speed is more intelligent. It scores 68 compared with 65 on the composite Intelligence Index.

Which model is faster?

ERNIE Lite is faster, generating 190 tokens per second compared with 175 tokens per second.

Which model has lower latency?

ERNIE Lite has lower latency, with a time to first token of 0.20s compared with 0.23s.

Veredito

Tanto ERNIE Speed (Indicado para respostas em tempo real com latência ultrabaixa e roteamento de alto volume, arquiteturas RAG corporativas e integração escalável via API.) quanto ERNIE Lite (Indicado para máxima economia por token e alto desempenho em escala de produção, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: ERNIE Speed lidera em inteligência geral e programação, ERNIE Lite oferece geração mais rápida e ERNIE Speed apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, ERNIE Speed ou ERNIE Lite?+

Nas avaliações de inteligência e código, ERNIE Speed leva vantagem. Confira os gráficos SWE-bench e GPQA acima para detalhes.

Qual modelo tem a API mais barata, ERNIE Speed ou ERNIE Lite?+

O ERNIE Speed custa $0.00 / $0.00 por 1M de tokens (entrada/saída) e o ERNIE Lite custa $0.00 / $0.00. No custo combinado, ERNIE Speed é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O ERNIE Speed suporta 128K tokens de contexto contra 128K tokens do ERNIE Lite, enquanto ERNIE Lite entrega maior velocidade de geração.

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 Speed vs ERNIE Lite

Troque e Compare Qualquer Modelo

ERNIE Speed

ERNIE Lite

Quem vence em cada categoria?

Pontuações de Benchmarks Verificadas

Latência e Tempo de Resposta

Simulador Interativo de Custo de Tokens

ERNIE Speed · Strengths & Key Advantages

Considerations & Trade-offs

ERNIE Lite · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Especificações Técnicas

ERNIE Speed vs ERNIE Lite: Respostas Rápidas (FAQ)

Veredito

Perguntas Frequentes (FAQ)

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