GPT-5.6 (Sol / Terra / Luna) is now evaluated on TrustVector โ€” with day-1 independent verification, incl. METR's benchmark-cheating findings.

Read the evaluation
Evaluation record ยท grok-4-3

Grok 4.3

v4.3

xAI

Modelreasoninglong-contextfunction-callingstructured-outputs
83
Strong
About This Model

xAI's workhorse model (released 2026-04-30): 1M context, reasoning, function calling, and structured outputs at $1.25/$2.50 per 1M tokens. Superseded as flagship by Grok 4.5 (2026-07-08, $2/$6, 500K context) but remains served and is the redirect target for retired Grok slugs. Strong frontier performance, but thinner enterprise compliance than Anthropic/OpenAI/Google, and the provider (now SpaceXAI post-SpaceX merger) faces active regulatory investigations over Grok content safety.

Last Evaluated: July 9, 2026
Official Website

Trust Vector Analysis

Dimension Breakdown

๐Ÿš€Performance & Reliability
+

Frontier-class performance with a 1M context window and reasoning, function calling, and structured outputs. Launch date now consistently reported as 2026-04-30 (some aggregators previously listed 2026-05-06). Grok 4.5 (2026-07-08) now leads xAI/SpaceXAI's lineup, but 4.3 remains served and price-advantaged.

task accuracy code

Review of provider documentation and third-party benchmark aggregators

Evidence
xAI Model Documentation โ€” Frontier coding performance positioned as flagship successor to Grok 4.1
llm-stats โ€” Competitive with frontier peers on agentic coding evaluations
mediumVerified: 2026-07-09
task accuracy reasoning

Review of reasoning benchmark results from provider and aggregators

Evidence
xAI Model Documentation โ€” Native reasoning mode with strong math and science performance
mediumVerified: 2026-07-09
task accuracy general

Crowdsourced arena comparisons and aggregator quality metrics

Evidence
LMArena Leaderboard โ€” Top-tier placement among frontier models in crowdsourced comparisons
OpenRouter Model Listing โ€” High usage and quality ratings since launch
mediumVerified: 2026-07-09
output consistency

Review of structured output features and community reports of repeated-prompt behavior

Evidence
xAI Model Documentation โ€” Structured outputs and function calling support deterministic integration patterns
mediumVerified: 2026-07-09
latency p50

Median latency from third-party API benchmarking

Evidence
Community benchmarking โ€” Typical time-to-full-response around 2s for standard prompts (non-reasoning mode)
mediumVerified: 2026-07-09
latency p95

95th percentile response time from third-party benchmarking; reasoning mode adds variance

Evidence
Community benchmarking โ€” Tail latency higher when extended reasoning is engaged
lowVerified: 2026-07-09
context window

Official specification from provider documentation

Evidence
xAI Model Documentation โ€” 1M token context window; higher per-token rate applies above 200K tokens
highVerified: 2026-07-09
uptime

Historical uptime data from official status page

Evidence
xAI Status Page โ€” Generally stable availability since launch with occasional incidents
mediumVerified: 2026-07-09
๐Ÿ›ก๏ธSecurity
+

Reasonable baseline security, but xAI publishes substantially less safety and red-team documentation than Anthropic, OpenAI, or Google. Overall score reduced one point (83 to 82) on 2026-07-09 after the Grok content-safety crisis (Ofcom/European Commission investigations, Brazil ultimatum) exposed weak provider-level output-safety governance.

prompt injection resistance

Testing against OWASP LLM01 prompt injection patterns and review of published safety material

Evidence
xAI Documentation โ€” Hardened system prompt handling; limited published red-team data
mediumVerified: 2026-07-09
jailbreak resistance

Review of adversarial prompt testing results and community jailbreak reports

Evidence
xAI News โ€” Safety improvements cited at launch; less third-party adversarial testing than peers
mediumVerified: 2026-07-09
data leakage prevention

Analysis of privacy policies and data handling commitments

Evidence
xAI Privacy Policy โ€” API data handling documented; fewer contractual controls than major enterprise providers
mediumVerified: 2026-07-09
output safety

Safety testing across harmful content categories and review of published evaluations; score reduced 2026-07-09 to reflect the ongoing Grok content-safety crisis and regulatory findings against the provider's safety systems

Evidence
xAI Documentation โ€” Content moderation in place; xAI publishes less safety evaluation detail than Anthropic/OpenAI/Google
TechPolicy.Press โ€” Regulators Are Going After Grok and X โ€” Ofcom and the European Commission opened formal investigations, and Brazil issued a 30-day ultimatum, over Grok's mass generation of sexualized imagery including apparent minors (CCDH: 3M+ sexualized images in under two weeks)
mediumVerified: 2026-07-09
api security

Review of API security features and authentication mechanisms

Evidence
xAI API Documentation โ€” API key authentication, HTTPS only, rate limiting, team management in console
mediumVerified: 2026-07-09
๐Ÿ”’Privacy & Compliance
+

xAI's enterprise compliance posture remains thinner than Anthropic, OpenAI, or Google: SOC 2 in place but no HIPAA eligibility program and fewer regulated-industry attestations.

data residency

Review of provider documentation and enterprise materials

Evidence
xAI Documentation โ€” US-based infrastructure; no published regional residency options
mediumVerified: 2026-07-09
training data optout

Analysis of privacy policy and data usage terms

Evidence
xAI Privacy Policy โ€” API customer data not used for training by default per policy
mediumVerified: 2026-07-09
data retention

Review of terms of service and data retention policies

Evidence
xAI Privacy Policy โ€” Limited retention for abuse monitoring; zero-retention requires enterprise agreement
mediumVerified: 2026-07-09
pii handling

Review of data protection capabilities and customer responsibilities

Evidence
xAI Documentation โ€” Customer responsible for PII redaction; no built-in PII tooling
mediumVerified: 2026-07-09
compliance certifications

Verification of compliance certifications against major enterprise provider baselines

Evidence
xAI Trust Center โ€” SOC 2 Type II; thinner certification portfolio (no HIPAA BAA program, limited GDPR tooling) vs Anthropic/OpenAI/Google
mediumVerified: 2026-07-09
zero data retention

Review of data handling practices and enterprise contract options

Evidence
xAI Trust Center โ€” Zero-data-retention available only via negotiated enterprise terms
mediumVerified: 2026-07-09
๐Ÿ‘๏ธTrust & Transparency
+

Good developer-facing documentation and inspectable reasoning, but less published safety/bias evaluation than major competitors. Overall score reduced one point (82 to 81) on 2026-07-09 to reflect the guardrails downgrade following the Grok content-safety crisis and resulting Ofcom/EC/Brazil regulatory actions.

explainability

Evaluation of reasoning transparency and explanation capabilities

Evidence
xAI Model Documentation โ€” Reasoning traces available via API for inspection
mediumVerified: 2026-07-09
hallucination rate

Review of provider claims and factual QA testing

Evidence
xAI News โ€” Continued hallucination reductions claimed at launch, building on Grok 4.1 improvements
mediumVerified: 2026-07-09
bias fairness

Review of bias benchmark disclosures and independent reporting

Evidence
xAI Public Statements โ€” Limited published bias evaluation; past Grok versions drew scrutiny over politically tuned behavior
lowVerified: 2026-07-09
uncertainty quantification

Qualitative assessment of confidence expression in outputs

Evidence
Model Behavior โ€” Reasoning mode expresses uncertainty reasonably well
mediumVerified: 2026-07-09
model card quality

Review of documentation completeness and clarity

Evidence
xAI Model Documentation โ€” Detailed model page with capabilities, pricing, limits, and feature support
highVerified: 2026-07-09
training data transparency

Review of public disclosures about training data

Evidence
xAI Public Statements โ€” General description including X platform data; detailed sources not disclosed
mediumVerified: 2026-07-09
guardrails

Analysis of built-in safety mechanisms; score reduced 2026-07-09 given demonstrated large-scale guardrail failures in the provider's deployed Grok products

Evidence
xAI Documentation โ€” Built-in moderation with developer controls; lighter-touch defaults than peers
The Conversation โ€” Grok sexualized images AI reckoning โ€” 2026 Grok controversy showed xAI's guardrails failed at scale on sexualized imagery, including of minors, prompting UK, EU, and Brazilian regulatory action
mediumVerified: 2026-07-09
โš™๏ธOperational Excellence
+

Strong API and pricing, but the May 2026 retirement wave (with silent slug redirects to grok-4.3) highlights an aggressive deprecation culture enterprises should plan around. In mid-2026 xAI completed its merger into SpaceX and rebranded as SpaceXAI (new identity announced 2026-07-06); API endpoints and docs remain on x.ai domains as of 2026-07-09.

api design quality

Review of API design, consistency, and feature completeness

Evidence
xAI API Documentation โ€” OpenAI-compatible API with reasoning, function calling, structured outputs, and prompt caching
highVerified: 2026-07-09
sdk quality

Review of SDK quality, documentation, and maintenance

Evidence
xAI SDKs โ€” Official SDKs plus broad compatibility with OpenAI client libraries
mediumVerified: 2026-07-09
versioning policy

Review of deprecation/migration practices; silent redirects of retired slugs reduce predictability for pinned workloads

Evidence
xAI Migration Guide (May 15 Retirement) โ€” Retired Grok model slugs silently redirect to grok-4.3 rather than returning errors
highVerified: 2026-07-09
monitoring observability

Review of available monitoring tools and metrics

Evidence
xAI Console โ€” Usage dashboard with spend and rate limit visibility
mediumVerified: 2026-07-09
support quality

Assessment of documentation, community, and support responsiveness

Evidence
xAI Documentation โ€” Improving documentation; support channels lighter than major cloud providers
mediumVerified: 2026-07-09
ecosystem maturity

Analysis of third-party integrations and tools

Evidence
OpenRouter Model Listing โ€” Available via OpenRouter and major LLM frameworks; growing third-party adoption
mediumVerified: 2026-07-09
license terms

Review of licensing terms and restrictions

Evidence
xAI Terms of Service โ€” Clear commercial API terms; enterprise agreements available
highVerified: 2026-07-09
Strengths
  • +Aggressive pricing: $1.25/$2.50 per 1M tokens with $0.20 cached input
  • +1M token context window
  • +Full agentic feature set: reasoning, function calling, structured outputs
  • +Text and image input support
  • +Frontier-class performance across coding, reasoning, and general tasks
  • +OpenAI-compatible API simplifies migration
Limitations
  • !Thinner enterprise compliance posture than Anthropic, OpenAI, or Google (no HIPAA program)
  • !Retired Grok model slugs silently redirect to grok-4.3, risking unannounced behavior changes
  • !Higher per-token rate applies above 200K context
  • !Limited published safety, bias, and red-team evaluation detail
  • !Zero-data-retention only via negotiated enterprise terms
  • !Provider turbulence: xAI merged into SpaceX and rebranded SpaceXAI in mid-2026, while under active regulatory investigation (Ofcom, European Commission; Brazil ultimatum) over Grok content-safety failures in 2026
  • !No longer the flagship: Grok 4.5 (2026-07-08) sits above it in the lineup
Metadata
pricing
input: $1.25 per 1M tokens
output: $2.50 per 1M tokens
notes: Cached input $0.20 per 1M tokens. Higher per-token rate applies for requests above 200K context. Tool calls billed separately (web/X search and code execution $5 per 1K calls). Re-confirmed against xAI docs July 2026.
last verified: 2026-07-09
context window: 1000000
languages
0: English
1: Spanish
2: French
3: German
4: Italian
5: Portuguese
6: Japanese
7: Korean
8: Chinese
9: Arabic
10: Hindi
modalities
0: text
1: image (input)
api endpoint: https://api.x.ai/v1/chat/completions
open source: false
architecture: Transformer-based with native reasoning, function calling, and structured outputs
parameters: Not disclosed
release date: 2026-04-30
lifecycle status: Served and supported; superseded as flagship by Grok 4.5 (2026-07-08). Retired legacy Grok slugs redirect here.

Use Case Ratings

code generation

Frontier-class coding with function calling and structured outputs at very competitive pricing.

customer support

Fast, capable, and cheap for support workloads; compliance posture may limit regulated deployments.

content creation

Strong long-form generation with current-events awareness from the X ecosystem.

data analysis

Strong reasoning over large inputs; 1M context handles big datasets, with higher per-token rates above 200K.

research assistant

1M context plus reasoning makes it well suited to literature-scale synthesis at low cost.

legal compliance

Capable analytically, but thinner compliance certifications than Anthropic/OpenAI/Google providers.

healthcare

No HIPAA eligibility program; not recommended for PHI workloads.

financial analysis

Strong quantitative reasoning and real-time information; verify compliance requirements first.

education

Strong explanations at low cost; content controls are lighter-touch than peers.

creative writing

Distinctive voice and strong creative range; fewer content restrictions than competitors.