Head-to-Head Model Comparison

Solar Pro vs Grok 2

Benchmarks, API Token Pricing, Context Window & Speed Comparison

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

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

Solar ProProfile

Grok 2Profile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Upstage

Solar Pro

Modelo Principal de Fronteira

O Solar Pro da Upstage é um modelo de IA projetado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, oferecendo janela de contexto de 33K, velocidade de 100 tokens/s, índice de inteligência de 75/100 e tar

Intelligence Index75 / 100

Input Token:

$0.25 / 1M

Output Token:

$0.25 / 1M

Context Window:

32.8K tokens

SWE-bench Verified:

N/A

xAI

Grok 2

Modelo Principal de Fronteira

O Grok 2 da xAI é um modelo de IA projetado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, oferecendo janela de contexto de 131K, velocidade de 85 tokens/s, índice de inteligência de 45/100 e tarifa de

Intelligence Index45 / 100

Input Token:

$2.00 / 1M

Output Token:

$10.00 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

36.5%

Principais Diferenças em Resumo

Solar Pro is 21.2x cheaper for API usage (input + output tokens combined).
Grok 2 has a larger context window (131K vs 33K tokens).
Solar Pro is faster at 100 tok/s vs 85 tok/s.

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

Feature	Solar Pro	Grok 2
Intelligence Index Composite reasoning & knowledge score (0-100)	75	45
Provider	Upstage	xAI
Input Price Cost per million input tokens	$0.25 / 1M	$2.00 / 1M
Output Price Cost per million output tokens	$0.25 / 1M	$10.00 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.09 / 1M	$2.10 / 1M
Context Window Maximum input + output tokens	32.8K tokens~49 A4 pages of text	131.1K tokens~197 A4 pages of text
Max Output Tokens Per single request	4K	8K
Throughput Speed Tokens generated per second	100 tok/s	85 tok/s
SWE-bench Verified Real-world software engineering	N/A	36.5%
GPQA Diamond Graduate-level reasoning	N/A	56%
Cached Input Price Prompt caching discount per 1M tokens	$0.03 / 1M	$1.00 / 1M

Quem vence em cada categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Solar Pro

21.2x cheaper monthly runtime

Speed

Solar Pro

+18% faster generation

Context

Grok 2

131.1K tokens window

Pontuações de Benchmarks Verificadas

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

Solar ProGrok 2

SWE-bench Verified (Autonomous Coding)

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

N/Avs36.5%

GPQA Diamond (Doctorate-Level Science & Math)

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

N/Avs56%

MMLU-Pro (Multi-task Language Understanding)

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

73.5%vs74.5%

LMSYS Chatbot Arena Elo

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

1260ptsvs1295pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

100 tok/s vs85 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

Solar Pro0.38s

Grok 20.48s

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

Solar Pro5.38s

Grok 26.36s

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)

Solar Pro Monthly API Bill

$0.64 / month

$0.25/1M in · $0.25/1M out

Grok 2 Monthly API Bill

$13.50 / month

$2/1M in · $10/1M out

Solar Pro saves approximately $12.86 / month (95%) under this workload.21.2x Savings

Solar Pro · Strengths & Key Advantages

Janela de contexto de 33K com limite máximo de saída de 4K tokens (MMLU-Pro 73.5% · Arena Elo 1260)
Taxa de transferência rápida de 100 tokens/segundo com latência inicial (TTFT) de 380 ms
Economia de API competitiva ($0.25/$0.25 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas

Considerations & Trade-offs

Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

Grok 2 · Strengths & Key Advantages

Janela de contexto de 131K com limite máximo de saída de 8K tokens (SWE-bench Verified 36.5% · GPQA Diamond 56%)
Taxa de transferência rápida de 85 tokens/segundo com latência inicial (TTFT) de 480 ms
Economia de API competitiva ($2/$10 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas

Considerations & Trade-offs

Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
Para alto volume de requisições, recomenda-se ativar o cache de prompts e a Batch API para reduzir custos

Token Use & Task Economics

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

Metric	Solar Pro	Grok 2
Cost per Task Estimated USD to finish one task	$0.04	$0.20
Output Tokens / Task Tokens generated per task	10K	24K
Reasoning Tokens / Task Thinking tokens burned per task	0K	0K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

Feature	Solar Pro	Grok 2
Official API Model ID (SDK)	solar-pro	grok-2-latest
API Protocol	Upstage REST API (OpenAI-Compatible)	xAI REST API (OpenAI-Compatible)
Release Date	2024-10	2024-08
Knowledge Cutoff	June 2024	August 2024
Architecture	Depth-Upscaled Dense Language Transformer	Frontier Multimodal Mixture-of-Experts
Parameters	22B (Depth-Upscaled)	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 ($0.25/1M in) across full 33K window	Flat rate ($2/1M in) across full 131K window
Prompt Cache Policy & TTL	Cached input at $0.025/1M tokens	Cached input at $1/1M tokens
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	Real-time Web & X (Twitter) Search Grounding + Code Execution
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)
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	Upstage Production Safety & Alignment Verified	xAI 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
Output Modalities	text	text

Solar Pro vs Grok 2: Respostas Rápidas (FAQ)

Which is more intelligent, Solar Pro or Grok 2?

Solar Pro is more intelligent. It scores 75 compared with 45 on the composite Intelligence Index.

Which model is faster?

Solar Pro is faster, generating 100 tokens per second compared with 85 tokens per second.

Which model is cheaper to run?

Solar Pro is cheaper at $0.09 per 1M tokens blended, compared with $2.10 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Solar Pro has lower latency, with a time to first token of 0.38s compared with 0.48s.

Which model has a larger context window?

Grok 2 has a larger context window, supporting 131.1K tokens compared with 32.8K tokens.

Veredito

Tanto Solar Pro (Indicado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, arquiteturas RAG corporativas e integração escalável via API.) quanto Grok 2 (Indicado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: Solar Pro lidera em inteligência geral e programação, Solar Pro oferece geração mais rápida e Solar Pro apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, Solar Pro ou Grok 2?+

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

Qual modelo tem a API mais barata, Solar Pro ou Grok 2?+

O Solar Pro custa $0.25 / $0.25 por 1M de tokens (entrada/saída) e o Grok 2 custa $2.00 / $10.00. No custo combinado, Solar Pro é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O Solar Pro suporta 32.8K tokens de contexto contra 131.1K tokens do Grok 2, enquanto Solar Pro 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)

Solar Pro vs Grok 2

Troque e Compare Qualquer Modelo

Solar Pro

Grok 2

Quem vence em cada categoria?

Pontuações de Benchmarks Verificadas

Latência e Tempo de Resposta

Simulador Interativo de Custo de Tokens

Solar Pro · Strengths & Key Advantages

Considerations & Trade-offs

Grok 2 · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Especificações Técnicas

Solar Pro vs Grok 2: Respostas Rápidas (FAQ)

Veredito

Perguntas Frequentes (FAQ)

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