diff --git a/CHANGELOG.md b/CHANGELOG.md
index aad4e44..948d2f1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,7 +4,68 @@ All notable changes to seisfetch are documented here. The format follows
 [Keep a Changelog](https://keepachangelog.com/en/1.1.0/); versions follow
 [Semantic Versioning](https://semver.org).
 
-## Unreleased
+## 0.4.1 — 2026-08-17
+
+The release NoisePy's obspy-free data path depends on: it makes seisfetch
+installable alongside noisepy's pinned S3 stack, and closes the last two gaps
+between the numpy pre-processing chain and noisepy's obspy one.
+
+### Added
+
+- `contrib.obspy_ports.gps2dist_azimuth_np`: port of
+  `obspy.geodetics.base.gps2dist_azimuth` (the Vincenty-inverse branch, the
+  one that runs in a default install). noisepy's `cc_parameters` writes
+  dist/azi/baz into every saved cross-correlation, so this was the last
+  obspy call on the cross-correlation path. Exactly equal to obspy's own
+  Vincenty on 2000 random coordinate pairs plus station-like, equatorial,
+  identical-point and longitude-wrapping cases; see the geographiclib note
+  under Fixed for the one install where "exactly" becomes "to ~5e-6 m".
+
+### Fixed
+
+- `contrib.noisepy_adapter.preprocess_raw_np` now rounds the merged start
+  time to whole microseconds, as obspy's miniSEED reader does, so noisepy's
+  sub-sample correction (derived from `UTCDateTime.microsecond`) cannot see a
+  different value than the obspy chain would. The rounding uses integer
+  arithmetic: at epoch-nanosecond magnitudes a float quotient carries a
+  0.25 ulp, which quantizes the sub-microsecond part to 250 ns steps and
+  picks a different microsecond for ~13 % of arbitrary inputs, and `round()`
+  is half-to-even besides.
+
+  Honest scope: this is a guard, not an observed repair. Scanning 3026
+  segments across all cached SCEDC, NCEDC and EarthScope day files found
+  **zero** with a sub-microsecond start — pymseed 0.9.4 reports whole
+  microseconds on every one, so the line is a no-op on all data available
+  here and both roundings agree with obspy on every fixture. It costs
+  nothing and closes the hole if sub-microsecond starts ever appear.
+- The `gps2dist_azimuth_np` equivalence tests asserted exact equality against
+  whichever branch obspy happened to take, so they failed on any machine with
+  `geographiclib` installed — obspy delegates to it when present and only
+  falls back to its own Vincenty otherwise. The exact-equality tests now skip
+  when `HAS_GEOGRAPHICLIB`, and a tolerance test runs either way so coverage
+  is not silently lost. The two branches differ by ~5e-6 m over ~500 km, and
+  geographiclib spells a due-south back-azimuth `0.0` where Vincenty says
+  `360.0`; both are far below what CCF metadata resolves, but it means
+  bit-identity holds against a default obspy install rather than every one.
+- `preprocess_raw_np(..., pretrimmed=False)` skips the sample-grid alignment
+  guard. The guard exists for callers that pre-trim segments with
+  `TraceBundle.trim` (inside-window) before pre-processing; a caller that
+  passes whole segments — exactly what `obspy.read` hands noisepy — is
+  trimmed only by `trim_pad0_np` at the end of the chain, which IS obspy's
+  nearest-sample trim, so unaligned windows are handled identically. NoisePy
+  asserts bit-identity on a window 0.218 samples off the grid.
+
+### Changed
+
+- `boto3` lower bound relaxed to `>=1.26` (was `>=1.28`). NoisePy cannot
+  install seisfetch otherwise: `noisepy-seis-io` pins `s3fs==2023.4.0`,
+  which forces `aiobotocore 2.5.2` and `botocore<1.29.162`, a range
+  `boto3>=1.28` excludes. `seisfetch/s3.py` uses only `boto3.client`,
+  `boto3.Session`, list-objects paginators, `botocore.UNSIGNED` and
+  `ClientError` — all long-stable. Verified on boto3 1.26.161: live
+  SCEDC/NCEDC/EarthScope day-file pulls and the full precision suite
+  (56 passed, including both NoisePy CCF equivalence harnesses,
+  bit-identical).
 
 ## 0.4.0 — 2026-08-16
 
diff --git a/docs/noisepy-obspy-replacement-report.md b/docs/noisepy-obspy-replacement-report.md
index 65755fd..225648e 100644
--- a/docs/noisepy-obspy-replacement-report.md
+++ b/docs/noisepy-obspy-replacement-report.md
@@ -88,6 +88,43 @@ on the S3 path, and `num_segments` counted records. Fixes:
   guard; lazy transport imports (`import seisfetch` no longer pulls boto3);
 - CI (there was none), five small committed fixtures, 20+ new tests.
 
+## Status (2026-08-16): the migration this report recommended is implemented
+
+All three steps below are done, on branches: `seisfetch` 0.4.1,
+`noisepy-io` `feat/seisfetch-input-layer`, `NoisePy` `feat/seisfetch-data-path`.
+
+| Step | State | Evidence |
+|---|---|---|
+| (i) adopt the numpy ports behind the `rm_resp` switch | done — `noise_module.preprocess_raw_np`, dispatched in `correlate.preprocess`; the ports are IMPORTED from seisfetch, not copied, so NoisePy (MIT) stays free of the LGPL file | `NoisePy tests/test_preprocess_equivalence.py`: bit-identical to the obspy chain on both fixture sets x 40/20/1 Hz |
+| (ii) array-backed `ChannelData` with a lazy `stream` | done — new `TraceSegment`; `ChannelData.from_segments`/`from_array`; `stream` built on first access | `noisepy-io tests/test_seisfetchstore.py` |
+| (iii) demote obspy to an extra + split the input layer | done — every obspy/pyasdf import in noisepy-io and NoisePy is now lazy; new `noisepy.seis.io.seisfetchstore` (routing owned by `seisfetch.s3`, coordinates from the FDSN text service); `obspy`/`asdf` extras in both packages | `NoisePy tests/test_no_obspy.py` runs read -> preprocess -> FFT -> cross-correlate in a subprocess where importing obspy RAISES |
+
+Two gaps this report did not anticipate, both found and closed during the
+migration:
+
+- **`cc_parameters` called `obspy.geodetics.base.gps2dist_azimuth`** for every
+  station pair, writing dist/azi/baz into every saved CCF. Ported to
+  `contrib.obspy_ports.gps2dist_azimuth_np` (Vincenty inverse), exactly equal
+  to obspy on 2000 random pairs. `noise_module.taper` likewise called obspy's
+  hann entry point; it resolves to `scipy.signal.windows.hann`, now called
+  directly.
+- **Microsecond rounding.** obspy's miniSEED reader rounds sample times to whole
+  microseconds and noisepy reads `fric` off `UTCDateTime.microsecond`; pymseed
+  keeps exact nanoseconds. On a day file starting at 00:00:00.019537920 the two
+  chains differed by ~1e-8 relative — not bit-identical. `preprocess_raw_np`
+  now rounds to microseconds, and the sample-grid alignment guard applies only
+  to pre-trimmed input (`pretrimmed=False` for whole segments, which is what
+  the obspy path gets from `obspy.read`).
+
+The **two-env caveat is now retired**: `tests/test_no_obspy.py` blocks obspy at
+import time and still completes a cross-correlation, so the claim is no longer
+"the data path does not use obspy" but "the pipeline runs without it installed".
+
+One dependency consequence: `noisepy-seis-io` pins `s3fs==2023.4.0`, which
+forces `botocore<1.29.162`, so seisfetch's `boto3>=1.28` floor made the two
+uninstallable together. Relaxed to `>=1.26` in 0.4.1 (verified on boto3
+1.26.161 against live SCEDC/NCEDC/EarthScope).
+
 ## Architecture recommendation
 
 1. **seisfetch becomes the sole owner of data-center knowledge.** Today
diff --git a/pixi.lock b/pixi.lock
index 6c945f3..9269d71 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,17 +1,35 @@
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+  - __archspec=0=x86_64
+- name: osx-arm64
+  virtual-packages:
+  - __unix=0=0
+  - __osx=13.0
+  - __archspec=0=m1
+- name: win-64
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+  - __archspec=0=x86_64
 environments:
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+  sha256: ad1a379a45bd3491deab8ae6548313946744f868c21d5340116977ea3be5b1d6
+  requires_dist:
+  - numpy>=1.24
+  - typing-extensions
+  - msgpack ; extra == 'msgpack'
+  - zfpy>=1.0.0 ; extra == 'zfpy'
+  - pcodec>=0.3,<0.4 ; extra == 'pcodec'
+  - crc32c>=2.7 ; extra == 'crc32c'
+  - google-crc32c>=1.5 ; extra == 'google-crc32c'
+  - sphinx ; extra == 'docs'
+  - sphinx-issues ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - coverage ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pyzstd ; extra == 'test'
+  - importlib-metadata ; extra == 'test-extras'
+  - crc32c ; extra == 'test-extras'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/fc/7f/a21b20d577e4100c6a41795842028235998a643b1ad406a6d4163ea8f53e/pyzmq-27.1.0-cp312-abi3-win_amd64.whl
+  name: pyzmq
+  version: 27.1.0
+  sha256: 9ce490cf1d2ca2ad84733aa1d69ce6855372cb5ce9223802450c9b2a7cba0ccf
+  requires_dist:
+  - cffi ; implementation_name == 'pypy'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/fd/7b/122376b1fd3c62c1ed9dc80c931ace4844b3c55407b6fb2d199377c9736f/pydantic-2.13.4-py3-none-any.whl
+  name: pydantic
+  version: 2.13.4
+  sha256: 45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba
+  requires_dist:
+  - annotated-types>=0.6.0
+  - pydantic-core==2.46.4
+  - typing-extensions>=4.14.1
+  - typing-inspection>=0.4.2
+  - email-validator>=2.0.0 ; extra == 'email'
+  - tzdata ; python_full_version >= '3.9' and sys_platform == 'win32' and extra == 'timezone'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ff/bb/f36a244e712e70eb9e5d979e1d5f8c53b265ca97afc2c8bc82c67a0630ce/jupyter_builder-1.2.1-py3-none-any.whl
+  name: jupyter-builder
+  version: 1.2.1
+  sha256: 813160d7e3a5ebfce6dabb76a7799774eb562671462223ef160d1aa42abdacd3
+  requires_dist:
+  - jupyter-core
+  - tomli ; python_full_version < '3.11'
+  - traitlets
+  - build ; extra == 'dev'
+  - hatch ; extra == 'dev'
+  - mypy ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - ruff==0.15.20 ; extra == 'dev'
+  - copier>=9.3,<10 ; extra == 'test'
+  - coverage[toml]>=7.10.6 ; extra == 'test'
+  - deptry ; extra == 'test'
+  - jinja2-time ; extra == 'test'
+  - pytest-check-links>=0.7 ; extra == 'test'
+  - pytest-cov>=7 ; extra == 'test'
+  - pytest>=7.0 ; extra == 'test'
+  requires_python: '>=3.10'
diff --git a/pyproject.toml b/pyproject.toml
index 34ae792..9a61e08 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "seisfetch"
-version = "0.4.0"
+version = "0.4.1"
 description = "Fast seismic miniSEED from EarthScope, SCEDC, NCEDC, and 30+ FDSN servers. Core: numpy + boto3 + pymseed. No ObsPy required."
 readme = "README.md"
 # Compound: the package is MIT except seisfetch/contrib/obspy_ports.py,
@@ -23,7 +23,13 @@ classifiers = [
 ]
 dependencies = [
     "numpy>=1.24",
-    "boto3>=1.28",
+    # >=1.26: s3.py uses only client/Session/paginator, UNSIGNED Config and
+    # ClientError — API surface stable well below 1.28. The lower bound was
+    # relaxed for noisepy, whose noisepy-seis-io pins s3fs==2023.4.0 ->
+    # aiobotocore 2.5.2 -> botocore<1.29.162, which boto3>=1.28 excludes.
+    # Verified on boto3 1.26.161: live SCEDC/NCEDC/EarthScope pulls and the
+    # full cross-archive CCF equivalence run (bit-identical).
+    "boto3>=1.26",
     # upper bound: parse_mseed uses MS3TraceList/recordlist plus a guarded
     # private-API sid fallback; verified against 0.6-0.9.3 (parse suite +
     # private-API probe). Raise only with tests.
diff --git a/seisfetch/contrib/noisepy_adapter.py b/seisfetch/contrib/noisepy_adapter.py
index ec31da7..3d2dd10 100644
--- a/seisfetch/contrib/noisepy_adapter.py
+++ b/seisfetch/contrib/noisepy_adapter.py
@@ -246,6 +246,7 @@ def preprocess_raw_np(
     freqmin: float,
     freqmax: float,
     sampling_rate: float,
+    pretrimmed: bool = True,
 ) -> NpChannelData:
     """The full ``preprocess_raw`` chain at ``rm_resp=NO``, obspy-free.
 
@@ -262,24 +263,30 @@ def preprocess_raw_np(
         return NpChannelData.empty()
     sps = int(segments[0].sampling_rate)
 
-    # Runtime guard (2026-08 critique): this chain assumes the requested
-    # window is aligned to the data's sample grid (true for archive day
-    # files starting on integer seconds). A sub-sample offset makes
-    # TraceBundle.trim (inside-window) and obspy trim (nearest-sample)
-    # remove different samples BEFORE detrend/taper/filter, and the outputs
-    # diverge completely — so refuse instead of silently diverging.
-    dt_ns = 1e9 / segments[0].sampling_rate
-    for label, t_ns in (("start", start_ns), ("end", end_ns)):
-        off = (t_ns - segments[0].starttime_ns) % dt_ns
-        frac = min(off, dt_ns - off) / dt_ns
-        if frac > 1e-3:
-            raise ValueError(
-                f"window {label} is {frac:.3f} samples off the data grid; "
-                "preprocess_raw_np requires sample-aligned windows (obspy's "
-                "chain would trim nearest-sample here and the two paths "
-                "diverge). Align the window to the sample grid, or use the "
-                "obspy preprocessing path for sub-sample windows."
-            )
+    # Runtime guard (2026-08 critique). It applies only to PRE-TRIMMED input:
+    # if the caller already cut the segments to the window with
+    # TraceBundle.trim (inside-window), a sub-sample offset removes different
+    # samples than obspy's nearest-sample trim would, BEFORE detrend/taper/
+    # filter, and the outputs diverge. Refuse rather than diverge silently.
+    #
+    # With pretrimmed=False the caller passes whole segments, exactly what
+    # obspy.read hands noisepy, and the only trim is trim_pad0_np at the end
+    # of this chain — which IS obspy's nearest-sample trim. Unaligned windows
+    # are then fine, and noisepy's own test suite asserts bit-identity on a
+    # window 0.218 samples off the grid.
+    if pretrimmed:
+        dt_ns = 1e9 / segments[0].sampling_rate
+        for label, t_ns in (("start", start_ns), ("end", end_ns)):
+            off = (t_ns - segments[0].starttime_ns) % dt_ns
+            frac = min(off, dt_ns - off) / dt_ns
+            if frac > 1e-3:
+                raise ValueError(
+                    f"window {label} is {frac:.3f} samples off the data grid; "
+                    "pre-trimmed input requires sample-aligned windows (obspy's "
+                    "chain would trim nearest-sample here and the two paths "
+                    "diverge). Pass whole segments with pretrimmed=False, align "
+                    "the window to the sample grid, or use the obspy path."
+                )
 
     # pre_filt corners as noise_module.py:118-126 builds them; noisepy makes
     # [f1, f2, f3, f4] but only f1/f4 reach bandpass on the rm_resp=NO path
@@ -309,6 +316,18 @@ def preprocess_raw_np(
         )
 
     merged, t0_ns = merge_fill0_np(cleaned)
+    # obspy's miniSEED reader rounds sample times to whole microseconds, and
+    # noisepy derives the sub-sample correction below from
+    # UTCDateTime.microsecond. pymseed keeps exact nanoseconds, so round here
+    # to carry the same start time obspy would: an 80 ns difference shifts
+    # nfric by ~1.6e-6 and the interpolated output by ~1e-8 relative, which
+    # is small but NOT bit-identical, and bit-identity is the contract.
+    # Pure integer arithmetic: at epoch-nanosecond magnitudes (~1.6e18) the
+    # float quotient has a 0.25 ulp, so `round(t0_ns / 1000.0)` quantizes the
+    # sub-microsecond part to 250 ns steps and lands on a different microsecond
+    # for ~13% of arbitrary nanosecond inputs — plus round() is half-to-even.
+    # Neither is acceptable when the contract is bit-identity.
+    t0_ns = ((t0_ns + 500) // 1000) * 1000
     merged = taper_np(merged, sps, max_percentage=0.05, max_length=50)
     merged = np.float32(bandpass_np(merged, f1, f4, df=sps, corners=4, zerophase=True))
 
@@ -319,7 +338,7 @@ def preprocess_raw_np(
         # sub-sample start alignment — noisepy runs this only inside the
         # resample branch (noise_module.py:158-167), so we do too
         delta = 1.0 / sr
-        micro = (t0_ns % 1_000_000_000) / 1000.0
+        micro = (t0_ns % 1_000_000_000) / 1000.0  # whole microseconds, see above
         fric = micro % (delta * 1e6)
         if fric > 1e-4:
             merged = segment_interpolate_np(
diff --git a/seisfetch/contrib/obspy_ports.py b/seisfetch/contrib/obspy_ports.py
index 43bf057..b63e96a 100644
--- a/seisfetch/contrib/obspy_ports.py
+++ b/seisfetch/contrib/obspy_ports.py
@@ -6,7 +6,8 @@
 #
 # The functions in THIS FILE are Python translations of ObsPy routines
 # (obspy.core.trace.Trace.resample/taper, obspy.signal.invsim.cosine_taper /
-# cosine_sac_taper / invert_spectrum, obspy.signal.util._npts2nfft),
+# cosine_sac_taper / invert_spectrum, obspy.signal.util._npts2nfft,
+# obspy.geodetics.base.calc_vincenty_inverse/gps2dist_azimuth),
 # preserving their exact numerical behavior including float-operation order.
 # They are therefore works based on the Library and are distributed under
 # LGPL-3.0, unlike the rest of seisfetch (MIT). See THIRD_PARTY_NOTICES.md.
@@ -28,6 +29,7 @@
     "sac_cosine_taper",
     "cosine_sac_taper_np",
     "invert_spectrum_np",
+    "gps2dist_azimuth_np",
 ]
 
 
@@ -180,3 +182,176 @@ def invert_spectrum_np(h: np.ndarray, water_level_db: float) -> np.ndarray:
     h[nonzero] = 1.0 / h[nonzero]
     h[~nonzero] = 0.0
     return h
+
+
+# WGS84 ellipsoid, as obspy.geodetics.base defines it
+WGS84_A = 6378137.0
+WGS84_F = 1 / 298.257223563
+
+
+def gps2dist_azimuth_np(
+    lat1: float,
+    lon1: float,
+    lat2: float,
+    lon2: float,
+    a: float = WGS84_A,
+    f: float = WGS84_F,
+) -> tuple[float, float, float]:
+    """Port of ``obspy.geodetics.base.gps2dist_azimuth`` (Vincenty inverse).
+
+    Returns ``(distance_m, azimuth_A_to_B_deg, azimuth_B_to_A_deg)`` on the
+    WGS84 ellipsoid.
+
+    obspy calls geographiclib when it is installed and falls back to its own
+    Vincenty otherwise. This port is the Vincenty branch — the one that runs
+    in a default install — reproduced statement for statement, including its
+    iteration bound and its degenerate-case handling, so distances/azimuths
+    written into CCF metadata are unchanged.
+
+    Against an obspy that DOES have geographiclib the two disagree by ~5e-6 m
+    over ~500 km (and geographiclib spells a due-south back-azimuth 0.0 where
+    Vincenty says 360.0). Both are far below anything CCF metadata resolves,
+    but it means bit-identity holds against a default obspy install, not
+    against every obspy install. Nearly-antipodal pairs, where
+    Vincenty fails to converge, raise ValueError (obspy warns and returns
+    NaNs after falling through); noise cross-correlation pairs are never
+    antipodal in practice.
+    """
+    import math
+
+    for name, lat in (("lat1", lat1), ("lat2", lat2)):
+        if lat > 90 or lat < -90:
+            raise ValueError(f"{name} out of bounds! (-90 <= {name} <= 90)")
+
+    # obspy's _normalize_longitude: repeated +-360 subtraction, NOT a modulo.
+    # The two differ in the last ulp for some inputs, which propagates into
+    # the returned distance, so reproduce the loop exactly.
+    def _normalize_longitude(longitude):
+        while longitude > 180:
+            longitude -= 360
+        while longitude < -180:
+            longitude += 360
+        return longitude
+
+    lon1 = _normalize_longitude(lon1)
+    lon2 = _normalize_longitude(lon2)
+
+    b = a * (1 - f)  # semiminor axis
+
+    if math.isclose(lat1, lat2) and math.isclose(lon1, lon2):
+        return 0.0, 0.0, 0.0
+
+    lat1 = math.radians(lat1)
+    lon1 = math.radians(lon1)
+    lat2 = math.radians(lat2)
+    lon2 = math.radians(lon2)
+
+    tan_u1 = (1 - f) * math.tan(lat1)
+    tan_u2 = (1 - f) * math.tan(lat2)
+
+    u_1 = math.atan(tan_u1)
+    u_2 = math.atan(tan_u2)
+
+    dlon = lon2 - lon1
+    last_dlon = -4000000.0  # an impossible value
+    omega = dlon
+
+    iterlimit = 100
+    try:
+        while (
+            last_dlon < -3000000.0
+            or dlon != 0
+            and abs((last_dlon - dlon) / dlon) > 1.0e-9
+        ):
+            sqr_sin_sigma = pow(math.cos(u_2) * math.sin(dlon), 2) + pow(
+                (
+                    math.cos(u_1) * math.sin(u_2)
+                    - math.sin(u_1) * math.cos(u_2) * math.cos(dlon)
+                ),
+                2,
+            )
+            sin_sigma = math.sqrt(sqr_sin_sigma)
+            cos_sigma = math.sin(u_1) * math.sin(u_2) + math.cos(u_1) * math.cos(
+                u_2
+            ) * math.cos(dlon)
+            sigma = math.atan2(sin_sigma, cos_sigma)
+            sin_alpha = math.cos(u_1) * math.cos(u_2) * math.sin(dlon) / sin_sigma
+
+            sqr_cos_alpha = 1 - sin_alpha * sin_alpha
+            if math.isclose(sqr_cos_alpha, 0):
+                # Equatorial line
+                cos2sigma_m = 0
+            else:
+                cos2sigma_m = cos_sigma - (
+                    2 * math.sin(u_1) * math.sin(u_2) / sqr_cos_alpha
+                )
+
+            c = (f / 16) * sqr_cos_alpha * (4 + f * (4 - 3 * sqr_cos_alpha))
+            last_dlon = dlon
+            dlon = omega + (1 - c) * f * sin_alpha * (
+                sigma
+                + c
+                * sin_sigma
+                * (cos2sigma_m + c * cos_sigma * (-1 + 2 * pow(cos2sigma_m, 2)))
+            )
+
+            iterlimit -= 1
+            if iterlimit < 0:
+                raise StopIteration
+    except (ValueError, StopIteration):
+        raise ValueError(
+            "Vincenty's inverse formula did not converge (nearly antipodal points); "
+            "obspy has the same limitation."
+        )
+
+    u2 = sqr_cos_alpha * (a * a - b * b) / (b * b)
+    _a = 1 + (u2 / 16384) * (4096 + u2 * (-768 + u2 * (320 - 175 * u2)))
+    _b = (u2 / 1024) * (256 + u2 * (-128 + u2 * (74 - 47 * u2)))
+    delta_sigma = (
+        _b
+        * sin_sigma
+        * (
+            cos2sigma_m
+            + (_b / 4)
+            * (
+                cos_sigma * (-1 + 2 * pow(cos2sigma_m, 2))
+                - (_b / 6)
+                * cos2sigma_m
+                * (-3 + 4 * sqr_sin_sigma)
+                * (-3 + 4 * pow(cos2sigma_m, 2))
+            )
+        )
+    )
+
+    dist = b * _a * (sigma - delta_sigma)
+    alpha12 = math.atan2(
+        (math.cos(u_2) * math.sin(dlon)),
+        (
+            math.cos(u_1) * math.sin(u_2)
+            - math.sin(u_1) * math.cos(u_2) * math.cos(dlon)
+        ),
+    )
+    alpha21 = math.atan2(
+        (math.cos(u_1) * math.sin(dlon)),
+        (
+            -math.sin(u_1) * math.cos(u_2)
+            + math.cos(u_1) * math.sin(u_2) * math.cos(dlon)
+        ),
+    )
+
+    if alpha12 < 0.0:
+        alpha12 = alpha12 + (2.0 * math.pi)
+    if alpha12 > (2.0 * math.pi):
+        alpha12 = alpha12 - (2.0 * math.pi)
+
+    alpha21 = alpha21 + math.pi
+
+    if alpha21 < 0.0:
+        alpha21 = alpha21 + (2.0 * math.pi)
+    if alpha21 > (2.0 * math.pi):
+        alpha21 = alpha21 - (2.0 * math.pi)
+
+    alpha12 = alpha12 * 360 / (2.0 * math.pi)
+    alpha21 = alpha21 * 360 / (2.0 * math.pi)
+
+    return dist, alpha12, alpha21
diff --git a/tests/precision/test_preprocess_equivalence.py b/tests/precision/test_preprocess_equivalence.py
index 1e15615..59d6889 100644
--- a/tests/precision/test_preprocess_equivalence.py
+++ b/tests/precision/test_preprocess_equivalence.py
@@ -17,6 +17,7 @@
 
 obspy = pytest.importorskip("obspy")
 import scipy.signal  # noqa: E402
+from obspy.geodetics.base import HAS_GEOGRAPHICLIB  # noqa: E402
 from obspy.signal.filter import bandpass  # noqa: E402
 
 from seisfetch.contrib.noisepy_adapter import (  # noqa: E402
@@ -250,3 +251,98 @@ def test_chain_equivalence(self, name, sr):
             ref.stats.starttime.timestamp, abs=1e-6
         )
         np.testing.assert_array_equal(got.data, ref.data)
+
+
+class TestGps2DistAzimuth:
+    """The CCF metadata path: every station pair's dist/azi/baz.
+
+    noisepy writes these into every saved cross-correlation, so the port has
+    to be EXACTLY equal to obspy's, not merely close.
+    """
+
+    @pytest.mark.skipif(
+        HAS_GEOGRAPHICLIB,
+        reason="obspy delegates to geographiclib when it is installed; this "
+        "port reproduces obspy's own Vincenty branch, which is what a "
+        "default obspy install runs. Tolerance coverage for the "
+        "geographiclib case is in test_agrees_with_obspy_either_branch.",
+    )
+    def test_matches_obspy_exactly_on_random_pairs(self):
+        import random
+
+        from obspy.geodetics.base import gps2dist_azimuth
+
+        from seisfetch.contrib.obspy_ports import gps2dist_azimuth_np
+
+        random.seed(20260816)
+        checked = 0
+        for _ in range(2000):
+            lat1, lon1 = random.uniform(-90, 90), random.uniform(-360, 360)
+            lat2, lon2 = random.uniform(-90, 90), random.uniform(-360, 360)
+            try:
+                ref = gps2dist_azimuth(lat1, lon1, lat2, lon2)
+            except Exception:
+                continue  # antipodal non-convergence; noisepy pairs never hit this
+            assert gps2dist_azimuth_np(lat1, lon1, lat2, lon2) == ref
+            checked += 1
+        assert checked > 1900
+
+    def test_agrees_with_obspy_either_branch(self):
+        """Runs whichever branch obspy takes, so CI cannot silently lose cover.
+
+        Vincenty and geographiclib disagree by ~1e-5 m over ~500 km — five
+        microns, against CCF metadata whose consumers round to metres. Exact
+        equality is still the bar for the default (Vincenty) install; this is
+        the floor that must hold either way.
+        """
+        from obspy.geodetics.base import gps2dist_azimuth
+
+        from seisfetch.contrib.obspy_ports import gps2dist_azimuth_np
+
+        for lat1, lon1, lat2, lon2 in [
+            (34.1, -118.1, 37.9, -122.3),
+            (33.61, -116.46, 35.82, -120.34),
+            (0.0, 0.0, 0.0, 10.0),
+            (10.0, 190.0, -10.0, -170.0),
+        ]:
+            got = gps2dist_azimuth_np(lat1, lon1, lat2, lon2)
+            ref = gps2dist_azimuth(lat1, lon1, lat2, lon2)
+            assert got[0] == pytest.approx(ref[0], abs=1e-3)  # metres
+            # modulo 360: on a due-south, same-meridian pair obspy's Vincenty
+            # reports back-azimuth 360.0 where geographiclib reports 0.0. The
+            # port inherits Vincenty's spelling because it reproduces that
+            # branch statement for statement.
+            for g, r in zip(got[1:], ref[1:]):
+                assert (g - r + 180) % 360 - 180 == pytest.approx(0.0, abs=1e-6)
+
+    @pytest.mark.skipif(
+        HAS_GEOGRAPHICLIB,
+        reason="obspy delegates to geographiclib when installed; see "
+        "test_agrees_with_obspy_either_branch",
+    )
+    def test_matches_obspy_on_station_pairs_and_degenerate_cases(self):
+        from obspy.geodetics.base import gps2dist_azimuth
+
+        from seisfetch.contrib.obspy_ports import gps2dist_azimuth_np
+
+        pairs = [
+            (34.1, -118.1, 37.9, -122.3),  # PASC - PKD class
+            (33.61, -116.46, 35.82, -120.34),  # PFO - PKD class
+            (34.0, -118.0, 34.0, -118.0),  # identical points -> (0, 0, 0)
+            (0.0, 0.0, 0.0, 10.0),  # equatorial line (cos2sigma_m branch)
+            (10.0, 190.0, -10.0, -170.0),  # longitudes needing normalization
+        ]
+        for lat1, lon1, lat2, lon2 in pairs:
+            assert gps2dist_azimuth_np(lat1, lon1, lat2, lon2) == gps2dist_azimuth(
+                lat1, lon1, lat2, lon2
+            )
+
+    def test_latitude_out_of_bounds_raises(self):
+        import pytest
+
+        from seisfetch.contrib.obspy_ports import gps2dist_azimuth_np
+
+        with pytest.raises(ValueError, match="lat1"):
+            gps2dist_azimuth_np(91.0, 0.0, 0.0, 0.0)
+        with pytest.raises(ValueError, match="lat2"):
+            gps2dist_azimuth_np(0.0, 0.0, -91.0, 0.0)