Head-to-Head Model Comparison

Solar Pro vs Grok 2

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.

Solar ProProfile

Grok 2Profile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Upstage

Solar Pro

Modello Ammiraglia di Frontiera

Solar Pro di Upstage 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 33K, velocità di 100 token/s, indice di intelligenza di 75/100

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

Modello Ammiraglia di Frontiera

Grok 2 di xAI 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 131K, velocità di 85 token/s, indice di intelligenza di 45/100 e tarif

Intelligence Index45 / 100

Input Token:

$2.00 / 1M

Output Token:

$10.00 / 1M

Context Window:

131.1K tokens

SWE-bench Verified:

36.5%

Differenze Chiave a Colpo d’Occhio

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

Chi vince in ogni 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

Punteggi Benchmark Verificati

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

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

Solar Pro0.38s

Grok 20.48s

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

Solar Pro5.38s

Grok 26.36s

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)

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

Finestra di contesto da 33K con capacità massima di output fino a 4K token (MMLU-Pro 73.5% · Arena Elo 1260)
Throughput elevato di 100 token/secondo con latenza al primo token (TTFT) di soli 380 ms
Economia API competitiva ($0.25/$0.25 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

Grok 2 · Strengths & Key Advantages

Finestra di contesto da 131K con capacità massima di output fino a 8K token (SWE-bench Verified 36.5% · GPQA Diamond 56%)
Throughput elevato di 85 token/secondo con latenza al primo token (TTFT) di soli 480 ms
Economia API competitiva ($2/$10 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	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

Specifiche Tecniche

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: Risposte Rapide (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.

Verdetto

Sia Solar Pro (Ideale per il ragionamento aziendale di frontiera, la programmazione avanzata e i carichi di produzione, sistemi RAG aziendali e integrazioni API scalabili.) sia Grok 2 (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: Solar Pro guida nei benchmark di ragionamento e programmazione, Solar Pro garantisce una generazione più rapida e Solar Pro offre il miglior rapporto qualità-prezzo per carichi API elevati.

Domande Frequenti (FAQ)

Quale modello è migliore per coding e ragionamento, Solar Pro o Grok 2?+

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

Qual è la differenza di prezzo API tra Solar Pro e Grok 2?+

Solar Pro costa $0.25 / $0.25 per milione di token di input/output, mentre Grok 2 costa $2.00 / $10.00. Nel costo combinato, Solar Pro risulta più economico.

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

Solar Pro supporta 32.8K token di contesto contro 131.1K token di Grok 2, mentre Solar Pro 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)

Solar Pro vs Grok 2

Cambia e Confronta Qualsiasi Modello

Solar Pro

Grok 2

Chi vince in ogni categoria?

Punteggi Benchmark Verificati

Latenza e Tempo di Risposta

Simulatore Interattivo dei Costi Token

Solar Pro · Strengths & Key Advantages

Considerations & Trade-offs

Grok 2 · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Specifiche Tecniche

Solar Pro vs Grok 2: Risposte Rapide (FAQ)

Verdetto

Domande Frequenti (FAQ)

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